<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://robos.news/robots-in-society-business-and-culture-july-2026-lurN/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T21:07:48.078Z</news:publication_date>
      <news:title>Robots in society, business and culture: July 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/curiosity-diffuser-curiosity-guide-diffusion-models-for-reliability-5lpP/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.506Z</news:publication_date>
      <news:title>Curiosity-Diffuser: Curiosity Guide Diffusion Models for Reliability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/zero-shot-sim2real-transfer-for-magnet-based-tactile-sensor-on-insertion-tasks-1us8/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.486Z</news:publication_date>
      <news:title>Zero-shot Sim2Real Transfer for Magnet-Based Tactile Sensor on Insertion Tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/mimir-a-neuro-symbolic-memory-system-with-dynamic-grounding-for-embodied-agents--1JwS/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.468Z</news:publication_date>
      <news:title>Mimir: A Neuro-Symbolic Memory System with Dynamic Grounding for Embodied Agents in Interactive Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/safecast-robust-failure-detection-for-vla-policies-with-contrast-set-training-an-969U/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.450Z</news:publication_date>
      <news:title>SAFECAST: Robust Failure Detection for VLA Policies with Contrast-Set Training and Calibration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/structured-llm-reasoning-for-zero-shot-human-robot-coordination-under-hidden-goa-CIgi/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.433Z</news:publication_date>
      <news:title>Structured LLM Reasoning for Zero-Shot Human--Robot Coordination Under Hidden Goals</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/primal3-pathfinding-via-reinforcement-and-imitation-multi-agent-learning-leverag-Zwwk/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.416Z</news:publication_date>
      <news:title>PRIMAL3: Pathfinding via Reinforcement and Imitation Multi-Agent Learning - Leveraging LaCAM3</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/guard-grounding-uncertainty-and-ablation-based-risk-detection-for-diffusion-base-Qg08/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.397Z</news:publication_date>
      <news:title>GUARD: Grounding Uncertainty and Ablation-Based Risk Detection for Diffusion-Based VLAs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/design-and-flight-of-an-ion-propelled-micro-hovercraft-leveraging-ground-proximi-IoBO/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.380Z</news:publication_date>
      <news:title>Design and Flight of an Ion-propelled Micro Hovercraft Leveraging Ground Proximity Effects</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/kitchen-robotic-manipulation-utilizing-foundation-models-Pd6J/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.362Z</news:publication_date>
      <news:title>Kitchen Robotic Manipulation utilizing Foundation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/explicit-language-memory-for-long-horizon-planning-in-vision-language-action-mod-mPRF/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.344Z</news:publication_date>
      <news:title>Explicit Language Memory for Long-Horizon Planning in Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/resplan-a-large-scale-vector-graph-dataset-of-17-000-residential-floor-plans-1EHh/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.313Z</news:publication_date>
      <news:title>ResPlan: A Large-Scale Vector-Graph Dataset of 17,000 Residential Floor Plans</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-gitops-driven-annotation-catalog-for-fully-automatic-railway-operations-NdTZ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.295Z</news:publication_date>
      <news:title>A GitOps-Driven Annotation Catalog for Fully Automatic Railway Operations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/rora-realistic-object-reconstruction-with-articulation-X8C3/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.277Z</news:publication_date>
      <news:title>RORA: Realistic Object Reconstruction with Articulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/ssc-a-verifiable-structured-representation-for-bimanual-manipulation-labelling-p3OX/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.260Z</news:publication_date>
      <news:title>SSC: A Verifiable Structured Representation for Bimanual Manipulation Labelling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/differential-6-dof-pose-estimation-with-provable-first-order-immunity-to-camera--13Gj/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.242Z</news:publication_date>
      <news:title>Differential 6-DOF Pose Estimation with Provable First-Order Immunity to Camera Calibration Errors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dm-3-nav-decentralized-multi-agent-multimodal-multi-object-semantic-navigation-Ky0G/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.224Z</news:publication_date>
      <news:title>DM$^3$-Nav: Decentralized Multi-Agent Multimodal Multi-Object Semantic Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/deepthinkvla-enhancing-reasoning-capability-of-vision-language-action-models-5d5v/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.206Z</news:publication_date>
      <news:title>DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/geometry-aware-sampling-based-motion-planning-on-riemannian-manifolds-wEre/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.189Z</news:publication_date>
      <news:title>Geometry-Aware Sampling-Based Motion Planning on Riemannian Manifolds</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-multi-sensor-dataset-for-monitoring-the-operational-environment-of-rail-vehicl-qq6U/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.170Z</news:publication_date>
      <news:title>A Multi-Sensor Dataset for Monitoring the Operational Environment of Rail Vehicles</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/toward-integrating-adaptive-experience-replay-and-online-uncertainty-estimation--rAUe/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.150Z</news:publication_date>
      <news:title>Toward Integrating Adaptive Experience Replay and Online Uncertainty Estimation in Safe Actor-Critic Optimal Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/interpretable-fuzzy-inference-for-uav-target-tracking-using-bounding-box-geometr--oek/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.133Z</news:publication_date>
      <news:title>Interpretable Fuzzy Inference for UAV Target Tracking Using Bounding-Box Geometry</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/retrieve-in-time-correct-in-frequency-rwem/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.115Z</news:publication_date>
      <news:title>Retrieve in Time, Correct in Frequency</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/spikingnav-robust-embodied-navigation-with-spiking-neural-policies-TMni/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.094Z</news:publication_date>
      <news:title>SpikingNav: Robust Embodied Navigation with Spiking Neural Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/bridgevla-a-data-efficient-generalizable-and-memory-augmented-vision-language-ac-zUp0/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.077Z</news:publication_date>
      <news:title>BridgeVLA++: A Data-Efficient, Generalizable, and Memory-Augmented Vision-Language-Action Framework for 3D Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/sack-safe-active-continual-koopman-learning-for-uncertain-systems-with-contracti-3HwL/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.058Z</news:publication_date>
      <news:title>SACK : Safe Active Continual Koopman Learning for Uncertain Systems with Contractive Guarantees</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/scope-field-of-view-aware-path-planning-in-unknown-3d-environments-via-safety-vo-QB-P/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.039Z</news:publication_date>
      <news:title>SCOPE: Field-of-View-Aware Path Planning in Unknown 3D Environments via Safety-Volume Certification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/enabling-urgency-aware-robot-swarm-intralogistics-using-smart-iot-tags-b31R/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:53.017Z</news:publication_date>
      <news:title>Enabling Urgency-aware Robot Swarm Intralogistics using Smart IoT Tags</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/resample-a-robust-data-augmentation-framework-via-exploratory-sampling-for-robot-jXyF/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.998Z</news:publication_date>
      <news:title>RESample: A Robust Data Augmentation Framework via Exploratory Sampling for Robotic Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/overcoming-statistical-bias-in-action-controllable-world-models-f-Ej/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.980Z</news:publication_date>
      <news:title>Overcoming Statistical Bias in Action-Controllable World Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/exact-model-free-policy-iteration-for-co-safe-ltl-planning-yyis/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.963Z</news:publication_date>
      <news:title>Exact Model-Free Policy Iteration for Co-safe LTL Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/from-transparent-labware-segmentation-to-collision-avoidance-a-real-time-edge-aw-Q-8F/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.944Z</news:publication_date>
      <news:title>From Transparent Labware Segmentation to Collision Avoidance: A Real-Time Edge-Aware Perception Pipeline</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/static-timing-orchestration-for-tree-structured-robot-control-firmware-68Xp/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.926Z</news:publication_date>
      <news:title>Static Timing Orchestration for Tree-Structured Robot Control Firmware</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/feasibility-of-embedded-photoplethysmography-sensing-in-short-duration-tactile-i-Ws-c/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.909Z</news:publication_date>
      <news:title>Feasibility of Embedded Photoplethysmography Sensing in Short-Duration Tactile Interactions With Pocket-Sized Robots Using IMU- and Confidence-Based Filtering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gasp-gpu-accelerated-safe-planner-for-real-time-collision-aware-motion-generatio-cRMr/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.891Z</news:publication_date>
      <news:title>GASP: GPU-Accelerated Safe Planner for Real-Time Collision-Aware Motion Generation with Latent Trajectory Sampling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/approximate-multi-objective-search-under-rulebooks-WzPU/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.874Z</news:publication_date>
      <news:title>Approximate Multi-Objective Search Under Rulebooks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/mind-vla-instruction-aware-spatial-representation-alignment-for-vision-language--CYUs/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.856Z</news:publication_date>
      <news:title>Mind-VLA: Instruction-Aware Spatial Representation Alignment for Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-systematic-review-and-taxonomy-of-reinforcement-learning-model-predictive-cont-Hzit/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.838Z</news:publication_date>
      <news:title>A Systematic Review and Taxonomy of Reinforcement Learning-Model Predictive Control Integration for Linear Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/tactus-open-vocabulary-object-recognition-from-low-cost-pressure-arrays-GQFK/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.818Z</news:publication_date>
      <news:title>Tactus: Open-Vocabulary Object Recognition from Low-Cost Pressure Arrays</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/optimal-constrained-sc-ltl-planning-in-mdps-via-switching-policies-fH05/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.800Z</news:publication_date>
      <news:title>Optimal Constrained sc-LTL Planning in MDPs via Switching Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/learning-when-to-stop-prefix-optimal-dynamic-diffusion-policies-for-continuous-c-wuiK/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.782Z</news:publication_date>
      <news:title>Learning When to Stop: Prefix-Optimal Dynamic Diffusion Policies for Continuous Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/suppression-sticks-locality-is-fragile-a-closed-loop-target-and-control-audit-of-sHlM/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.764Z</news:publication_date>
      <news:title>Suppression Sticks, Locality Is Fragile: A Closed-Loop Target-and-Control Audit of Task-Vector Negation in VLA Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/simdex-mining-similar-egocentric-videos-for-cross-embodiment-dexterous-manipulat-WJRO/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.743Z</news:publication_date>
      <news:title>SiMDex: Mining Similar Egocentric Videos for Cross-Embodiment Dexterous Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/ai-based-single-shot-structured-light-depth-reconstruction-for-real-time-laparos-Rb0S/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.726Z</news:publication_date>
      <news:title>AI-based single-shot structured-light depth reconstruction for real-time laparoscopic surgical guidance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/seeking-physics-in-diffusion-noise-tbeF/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.708Z</news:publication_date>
      <news:title>Seeking Physics in Diffusion Noise</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dreamwam-beyond-rgb-future-prediction-for-world-action-models-EbVh/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.689Z</news:publication_date>
      <news:title>DreamWAM: Beyond RGB Future Prediction for World Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gaussian-lic2-lidar-inertial-camera-gaussian-splatting-slam-0Lcj/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.672Z</news:publication_date>
      <news:title>Gaussian-LIC2: LiDAR-Inertial-Camera Gaussian Splatting SLAM</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/safeland-safe-autonomous-landing-in-unknown-environments-with-bayesian-semantic--149R/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.655Z</news:publication_date>
      <news:title>SafeLand: Safe Autonomous Landing in Unknown Environments with Bayesian Semantic Mapping</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/learning-direct-control-policies-with-flow-matching-for-autonomous-driving-7A01/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.637Z</news:publication_date>
      <news:title>Learning Direct Control Policies with Flow Matching for Autonomous Driving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/arnold-a-multi-task-multi-embodiment-muscle-transformer-policy-iwjr/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.620Z</news:publication_date>
      <news:title>Arnold: A multi-task, multi-embodiment muscle transformer policy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/deliberate-before-you-fly-vision-guided-spatial-deliberation-for-uav-see-and-rea-4ooi/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.601Z</news:publication_date>
      <news:title>Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-vision-based-control-framework-for-real-time-autonomous-uuv-operations-ZLmh/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T07:37:52.578Z</news:publication_date>
      <news:title>A Vision-based Control Framework for Real-time Autonomous UUV Operations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/moove-raises-250m-to-build-infrastructure-for-autonomous-vehicles-zjw4/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T04:07:27.160Z</news:publication_date>
      <news:title>Moove raises $250M to build infrastructure for autonomous vehicles</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/university-of-florida-opens-new-robotics-lab-dedicated-to-industrialized-constru-Mbzh/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T04:07:27.142Z</news:publication_date>
      <news:title>University of Florida opens new robotics lab dedicated to industrialized construction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gam-enterprises-to-produce-schaeffler-s-psc-gear-reducers-HPrk/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T04:07:27.122Z</news:publication_date>
      <news:title>GAM Enterprises to produce Schaeffler’s PSC gear reducers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/avnet-and-weston-robot-partner-to-launch-edge-ai-inspection-platform-tlbi/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-06T04:07:27.103Z</news:publication_date>
      <news:title>Avnet and Weston Robot partner to launch edge AI inspection platform</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/why-perception-is-the-key-to-scaling-industrial-autonomy-sEyM/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T19:37:17.171Z</news:publication_date>
      <news:title>Why perception is the key to scaling industrial autonomy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-low-cost-hybrid-reservoir-computing-model-for-isolated-sign-language-video-rec-3hoa/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.882Z</news:publication_date>
      <news:title>A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pivot-centric-trajectory-prediction-bridging-long-horizons-via-dynamical-guidanc-bivE/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.864Z</news:publication_date>
      <news:title>Pivot-Centric Trajectory Prediction: Bridging Long Horizons via Dynamical Guidance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/fusion-poly-a-polyhedral-framework-based-on-spatial-temporal-fusion-for-3d-multi-xT5A/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.846Z</news:publication_date>
      <news:title>Fusion-Poly: A Polyhedral Framework Based on Spatial-Temporal Fusion for 3D Multi-Object Tracking</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/crossscope-a-role-asymmetric-world-model-for-joint-dual-scope-surgical-video-pre-aceN/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.829Z</news:publication_date>
      <news:title>CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/lila-wam-lightweight-latent-reasoning-world-action-model-for-robotic-manipulatio-IRpe/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.811Z</news:publication_date>
      <news:title>LiLa-WAM: Lightweight Latent Reasoning World-Action Model for Robotic Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/how-should-vision-language-action-models-use-proprioceptive-state--7um/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.793Z</news:publication_date>
      <news:title>How Should Vision-Language-Action Models Use Proprioceptive State?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/learning-context-aware-motion-priors-for-humanoid-control-WvZ8/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.776Z</news:publication_date>
      <news:title>Learning Context-Aware Motion Priors for Humanoid Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/designing-social-robots-for-inclusive-child-wellbeing-assessment-insights-from-c-lTVi/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.759Z</news:publication_date>
      <news:title>Designing Social Robots for Inclusive Child Wellbeing Assessment: Insights from Communities Supporting Developmental Language Disorder and Forced Migration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/quo-vadis-world-modeling-HXh-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.742Z</news:publication_date>
      <news:title>Quo Vadis, World Modeling?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pace-physics-augmentation-for-coordinated-end-to-end-reinforcement-learning-towa-Hsp6/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.724Z</news:publication_date>
      <news:title>PACE: Physics Augmentation for Coordinated End-to-end Reinforcement Learning toward Versatile Humanoid Table Tennis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/toward-certified-functional-safety-for-industrial-humanoid-robots-the-fail-passi-noHW/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.707Z</news:publication_date>
      <news:title>Toward Certified Functional Safety for Industrial Humanoid Robots: The Fail-Passive Gap and a Feasibility Study</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/flying-over-the-uncertain-nature-fortune-intelligent-and-humanistic-3d-path-plan-RQBs/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.691Z</news:publication_date>
      <news:title>Flying over The Uncertain Nature (FORTUNE): Intelligent and Humanistic 3D Path Planning for Low-Altitude Collaboration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/shaping-wind-tunnel-airflow-for-unmanned-aerial-vehicles-using-online-learning-pZxA/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.675Z</news:publication_date>
      <news:title>Shaping Wind-Tunnel Airflow for Unmanned Aerial Vehicles using Online Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/passively-safe-convex-guidance-for-cislunar-rendezvous-and-proximity-operations-OACU/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.657Z</news:publication_date>
      <news:title>Passively Safe Convex Guidance for Cislunar Rendezvous and Proximity Operations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/phyai-real-time-physical-ai-at-the-edge-scalable-rollouts-in-the-cloud-qL_U/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.640Z</news:publication_date>
      <news:title>PhyAI: Real-Time Physical AI at the Edge, Scalable Rollouts in the Cloud</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/multimodal-plant-root-phenotyping-with-integration-of-3d-skeleton-extraction-and-TKrs/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.623Z</news:publication_date>
      <news:title>Multimodal Plant Root Phenotyping with Integration of 3D Skeleton Extraction and Language Analysis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/control-barrier-functions-via-minkowski-operations-for-safe-navigation-among-pol-uMnx/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.606Z</news:publication_date>
      <news:title>Control Barrier Functions via Minkowski Operations for Safe Navigation among Polytopes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gordon-graph-based-object-centric-rewards-for-decomposition-of-long-horizon-mani-bpuS/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.590Z</news:publication_date>
      <news:title>GORDON: Graph-based Object-centric Rewards for Decomposition of Long-Horizon Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-hierarchical-approach-to-imitation-learning-for-manipulation-tasks-requiring-t-GZm6/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.572Z</news:publication_date>
      <news:title>A Hierarchical Approach to Imitation Learning for Manipulation Tasks Requiring Time Varying Forces</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/tired-actor-fatigue-informed-character-control-_T3S/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.552Z</news:publication_date>
      <news:title>Tired Actor: Fatigue-Informed Character Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/bridging-online-and-offline-handwriting-via-differentiable-physical-rendering-t5rA/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.529Z</news:publication_date>
      <news:title>Bridging Online and Offline Handwriting via Differentiable Physical Rendering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/stochastic-multiple-shooting-trajectory-optimization-via-sequential-local-policy-ulWP/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.512Z</news:publication_date>
      <news:title>Stochastic Multiple Shooting Trajectory Optimization via Sequential Local Policy Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-wearable-stiffness-rendering-haptic-device-with-a-honeycomb-jamming-mechanism--e_ss/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.494Z</news:publication_date>
      <news:title>A Wearable Stiffness-Rendering Haptic Device with a Honeycomb Jamming Mechanism for Bilateral Teleoperation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/unified-visuomotor-targets-supervising-vlas-beyond-physical-actions-rNds/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.476Z</news:publication_date>
      <news:title>Unified Visuomotor Targets: Supervising VLAs Beyond Physical Actions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/valueformer-a-causal-transformer-value-function-with-stage-aware-labels-for-semi-s7rG/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.457Z</news:publication_date>
      <news:title>ValueFormer: A Causal Transformer Value Function with Stage-Aware Labels for Semi-Autonomous Vision-Language-Action Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/mixed-initiative-human-robot-teaming-under-suboptimality-with-online-bayesian-ad-TYtH/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.439Z</news:publication_date>
      <news:title>Mixed-Initiative Human-Robot Teaming under Suboptimality with Online Bayesian Adaptation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/stiffness-copilot-an-impedance-policy-for-contact-rich-teleoperation-1QsE/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.421Z</news:publication_date>
      <news:title>Stiffness Copilot: An Impedance Policy for Contact-Rich Teleoperation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pls-calib-a-partial-least-squares-framework-for-event-camera-and-odometry-calibr-fcF5/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.396Z</news:publication_date>
      <news:title>PLS-Calib: A Partial Least Squares Framework for Event Camera and Odometry Calibration under Ground Motion Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/graph-neural-planning-and-predictive-control-for-multi-robot-communication-const-KGTk/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.373Z</news:publication_date>
      <news:title>Graph Neural Planning and Predictive Control for Multi-Robot Communication-Constrained Unlabeled Motion Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gs-playground-a-high-throughput-photorealistic-simulator-for-vision-informed-rob-odD5/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.347Z</news:publication_date>
      <news:title>GS-Playground: A High-Throughput Photorealistic Simulator for Vision-Informed Robot Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/mimic-mjx-neuromechanical-emulation-of-animal-behavior-IOP7/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.324Z</news:publication_date>
      <news:title>MIMIC-MJX: Neuromechanical Emulation of Animal Behavior</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/semantic-haptic-feedback-enhances-dexterous-robotic-teleoperation-iJC_/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.307Z</news:publication_date>
      <news:title>Semantic Haptic Feedback Enhances Dexterous Robotic Teleoperation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/electrostatic-clutch-based-mechanical-multiplexer-with-increased-force-capabilit-uFnz/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.289Z</news:publication_date>
      <news:title>Electrostatic Clutch-Based Mechanical Multiplexer with Increased Force Capability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/eta-a-new-agentic-paradigm-for-embodied-tasks-ZaPQ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.272Z</news:publication_date>
      <news:title>ETA: A New Agentic Paradigm for Embodied Tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/evohil-self-evolving-reward-and-flow-matched-policy-optimization-for-robust-huma--DCF/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.255Z</news:publication_date>
      <news:title>EvoHIL: Self-Evolving Reward and Flow-Matched Policy Optimization for Robust Human-in-the-Loop Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pomdps-for-autonomous-science-exploration-llZK/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.239Z</news:publication_date>
      <news:title>POMDPs for Autonomous Science Exploration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pfm-hr-pose-flow-matching-for-humanoid-robots-bxd0/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.222Z</news:publication_date>
      <news:title>PFM-HR: Pose Flow Matching for Humanoid Robots</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/roboreact-agentic-skill-distillation-from-generated-egocentric-videos-for-genera-2px7/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.205Z</news:publication_date>
      <news:title>RoboReact: Agentic Skill Distillation from Generated Egocentric Videos for Generalizable Whole-Body Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/digitcode-symbolic-tokenization-of-hand-motion-by-anatomical-units-AutD/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.188Z</news:publication_date>
      <news:title>DigitCode: Symbolic Tokenization of Hand Motion by Anatomical Units</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pace-adaptive-budget-allocation-for-time-efficient-embodied-planning-BmdP/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.170Z</news:publication_date>
      <news:title>PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/structure-aware-robust-fine-tuning-defending-vision-language-action-robots-again-kfWj/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.153Z</news:publication_date>
      <news:title>Structure-Aware Robust Fine-Tuning: Defending Vision-Language-Action Robots Against Physical Attention Hijacking</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/light-loco-parkour-versatile-perceptive-whole-body-locomotion-via-multi-skill-di-HrzC/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.136Z</news:publication_date>
      <news:title>Light-Loco-Parkour: Versatile Perceptive Whole-Body Locomotion via Multi-Skill Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/derp-an-algorithm-for-self-assembly-of-power-delivery-networks-using-recursive-b-crXe/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.119Z</news:publication_date>
      <news:title>DeRP: An Algorithm for Self-Assembly of Power-Delivery Networks using Recursive Branching in Information-Limited Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/principles-of-robot-autonomy-6O2z/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.102Z</news:publication_date>
      <news:title>Principles of Robot Autonomy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/forbidden-region-dynamic-active-constraints-in-robot-assisted-minimally-invasive-_e1v/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.085Z</news:publication_date>
      <news:title>Forbidden Region Dynamic Active Constraints in Robot-Assisted Minimally Invasive Surgery</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/continue-or-replan-bernoulli-continuation-policy-learning-for-adaptive-horizon-e-BJXF/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.067Z</news:publication_date>
      <news:title>Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/risk-occupancy-a-new-and-efficient-paradigm-through-vehicle-road-cloud-collabora-n3Aq/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.050Z</news:publication_date>
      <news:title>Risk Occupancy: A New and Efficient Paradigm through Vehicle-Road-Cloud Collaboration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/lightweight-3d-object-detection-via-mamba-based-knowledge-distillation-nYPf/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.031Z</news:publication_date>
      <news:title>Lightweight 3D Object Detection via Mamba-Based Knowledge Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/accelerating-human-aware-robot-trajectory-generation-via-diffusion-and-consisten-BqPV/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:41.014Z</news:publication_date>
      <news:title>Accelerating Human-Aware Robot Trajectory Generation via Diffusion and Consistency Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/design-and-evaluation-of-an-ai-enabled-cloud-edge-architecture-for-connected-pre-hXxu/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.997Z</news:publication_date>
      <news:title>Design and Evaluation of an AI-Enabled Cloud-Edge Architecture for Connected Precision Agriculture Farms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/bimanual-manipulation-within-an-8-gb-budget-zero-copy-sensing-and-quantized-act--XkLz/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.979Z</news:publication_date>
      <news:title>Bimanual Manipulation Within an 8 GB Budget: Zero-Copy Sensing and Quantized ACT on an Entry-Level Jetson</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/active-stiffness-control-of-a-supportive-continuum-robot-xkis/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.962Z</news:publication_date>
      <news:title>Active Stiffness Control of a Supportive Continuum Robot</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/neurosymbolic-reasoning-with-incremental-knowledge-for-sample-efficient-hierarch-X1jk/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.946Z</news:publication_date>
      <news:title>Neurosymbolic Reasoning with Incremental Knowledge for Sample Efficient Hierarchical Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/staying-on-spec-real-time-monitoring-under-uncertainty-with-a-maritime-case-stud-WNcA/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.929Z</news:publication_date>
      <news:title>Staying on Spec: Real-Time Monitoring under Uncertainty with a Maritime Case Study</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/track4action-distilling-world-centric-3d-tracker-into-vision-language-action-pol-XnHJ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.913Z</news:publication_date>
      <news:title>Track4Action: Distilling World-Centric 3D Tracker into Vision-Language-Action Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/fggs-lidar-ultra-fast-gpu-accelerated-simulation-from-general-3dgs-models-to-lid-J8tT/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.895Z</news:publication_date>
      <news:title>FGGS-LiDAR: Ultra-Fast, GPU-Accelerated Simulation from General 3DGS Models to LiDAR</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/cuda-mpc-a-gpu-native-solver-for-model-predictive-control-99rQ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.878Z</news:publication_date>
      <news:title>CUDA MPC: A GPU-Native Solver for Model Predictive Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gem-4d-geometry-enhanced-video-world-models-for-robot-manipulation-dScb/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.861Z</news:publication_date>
      <news:title>GEM-4D: Geometry-Enhanced Video World Models for Robot Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/slamformer-infty-infinite-slam-transformer-for-unbounded-frontend-and-backend-pr-bsqI/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.844Z</news:publication_date>
      <news:title>SLAMFormer-$\infty$: Infinite SLAM Transformer for Unbounded Frontend and Backend Processing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/contact-driven-localization-in-a-freeform-robotic-self-assembled-structure-dCeQ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.826Z</news:publication_date>
      <news:title>Contact-Driven Localization in a Freeform Robotic Self-Assembled Structure</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/human-centric-embodied-intelligence-for-soft-wearable-robotics-cEh2/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.808Z</news:publication_date>
      <news:title>Human Centric Embodied Intelligence for Soft Wearable Robotics</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/biconvex-optimization-for-smooth-minimum-time-trajectories-around-convex-obstacl-oYc-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.791Z</news:publication_date>
      <news:title>Biconvex Optimization for Smooth Minimum-Time Trajectories around Convex Obstacles</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/path-conditioned-reinforcement-learning-based-local-planning-for-long-range-navi-mV-n/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.773Z</news:publication_date>
      <news:title>Path-conditioned Reinforcement Learning-based Local Planning for Long-Range Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gated-memory-policy-in-context-memorization-and-adaptation-bps-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.756Z</news:publication_date>
      <news:title>Gated Memory Policy: In-Context Memorization and Adaptation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/graspmeanflow-se-3-equivariant-meanflow-for-few-step-6-dof-grasp-generation-sA9Y/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.739Z</news:publication_date>
      <news:title>GraspMeanFlow: SE(3)-Equivariant MeanFlow for Few-Step 6-DoF Grasp Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/on-the-fly-hand-eye-calibration-for-the-da-vinci-surgical-robot-ar-2/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.722Z</news:publication_date>
      <news:title>On-the-fly hand-eye calibration for the da Vinci surgical robot</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/shooting-for-contact-contact-implicit-multiple-shooting-for-dynamic-motion-retar-QBCO/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.704Z</news:publication_date>
      <news:title>Shooting for Contact: Contact-Implicit Multiple Shooting for Dynamic Motion Retargeting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/embodiedvae-disentangled-video-vae-for-efficient-and-controllable-embodied-manip-72kT/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.685Z</news:publication_date>
      <news:title>EmbodiedVAE: Disentangled Video VAE for Efficient and Controllable Embodied Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/from-routes-to-steps-separating-semantic-progress-from-local-execution-in-vision-nwVC/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T16:37:40.664Z</news:publication_date>
      <news:title>From Routes to Steps: Separating Semantic Progress from Local Execution in Vision-and-Language Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/u-s-navy-picks-blue-water-autonomy-to-use-autonomous-vessels-for-deep-ocean-surv-wfaY/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T04:06:24.991Z</news:publication_date>
      <news:title>U.S. Navy picks Blue Water Autonomy to use autonomous vessels for deep ocean surveys</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/zoox-unveils-production-ready-robotaxi-for-u-s-expansion-HWl0/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-08-05T04:06:24.973Z</news:publication_date>
      <news:title>Zoox unveils production-ready robotaxi for U.S. expansion</news:title>
    </news:news>
  </url>
</urlset>