<?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/structuregs-structure-aware-gaussian-splatting-for-articulated-object-reconstruc-QddU/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.395Z</news:publication_date>
      <news:title>StructureGS: Structure-aware Gaussian Splatting for Articulated Object Reconstruction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/practice-makes-policies-bootstrapping-and-consolidating-robotic-capabilities-fro-uQFm/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.379Z</news:publication_date>
      <news:title>Practice Makes Policies: Bootstrapping and Consolidating Robotic Capabilities from Zero Human Demonstrations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/temporally-centered-sigreg-improves-multi-task-leworldmodel-learning-from-analys-vjyZ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.362Z</news:publication_date>
      <news:title>Temporally Centered SIGReg Improves Multi-Task LeWorldModel Learning: From Analysis to Method</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/invariant-extended-kalman-filtering-with-partial-orientation-measurement-integra-0Xru/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.346Z</news:publication_date>
      <news:title>Invariant Extended Kalman Filtering with Partial Orientation Measurement Integration: Theoretical Derivations and Application to Autonomous Surface Vessels</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/global-exponential-stabilization-of-the-kinematic-bicycle-model-of-a-car-in-pola-oNNt/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.329Z</news:publication_date>
      <news:title>Global Exponential Stabilization of the Kinematic Bicycle Model of a Car in Polar Coordinates</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/metakoopman-bayesian-meta-learning-of-koopman-operators-for-modeling-structured--Ubep/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.312Z</news:publication_date>
      <news:title>MetaKoopman: Bayesian Meta-Learning of Koopman Operators for Modeling Structured Dynamics under Distribution Shifts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/global-sensitive-based-input-shaping-for-uav-payload-precision-motion-control-W4fZ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.291Z</news:publication_date>
      <news:title>Global Sensitive-Based Input Shaping for UAV-Payload Precision Motion Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/rlmm-flow-a-flow-based-mobile-manipulation-framework-with-latent-space-reinforce-zBPq/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.262Z</news:publication_date>
      <news:title>RLMM-Flow: A Flow-based Mobile Manipulation Framework with Latent-Space Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/time-delay-control-using-a-new-nonlinear-adaptive-law-for-cable-driven-robots-OFR8/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.246Z</news:publication_date>
      <news:title>Time-delay Control Using a New Nonlinear Adaptive Law for Cable-Driven Robots</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/vidmap-exploiting-temporal-structure-for-video-based-structure-from-motion-Ujk-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.229Z</news:publication_date>
      <news:title>VidMap: Exploiting Temporal Structure for Video-Based Structure-from-Motion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/momo-dial-motion-mode-in-robot-manipulation-with-spatiotemporal-action-tokenizat-K-o2/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.214Z</news:publication_date>
      <news:title>MoMo: Dial Motion Mode in Robot Manipulation with Spatiotemporal Action Tokenization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dense-soft-weighting-for-radar-ego-velocity-estimation-Ocsr/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.199Z</news:publication_date>
      <news:title>Dense Soft Weighting for Radar Ego-Velocity Estimation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/convex-collision-free-regions-aSrE/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.183Z</news:publication_date>
      <news:title>Convex Collision-Free Regions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/from-passive-video-to-editable-experience-physically-grounded-experience-synthes-nX-m/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.167Z</news:publication_date>
      <news:title>From Passive Video to Editable Experience: Physically Grounded Experience Synthesis for Embodied Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/rvc-nmpc-nonlinear-model-predictive-control-with-reciprocal-velocity-constraints-nTZX/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.150Z</news:publication_date>
      <news:title>RVC-NMPC: Nonlinear Model Predictive Control with Reciprocal Velocity Constraints for Mutual Collision Avoidance in Agile UAV Flight</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/controlled-experiments-on-lane-changing-by-transitional-autonomous-vehicle-datas-KIWL/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.133Z</news:publication_date>
      <news:title>Controlled Experiments on Lane Changing by Transitional Autonomous Vehicle: Dataset and Behavioral Insights</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/route-by-kinematics-act-by-observation-kinematics-supervised-expert-routing-in-m-d-kS/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.118Z</news:publication_date>
      <news:title>Route by Kinematics, Act by Observation: Kinematics-Supervised Expert Routing in MoE-Augmented VLA</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/turbovla-real-time-vision-language-action-model-at-32-hz-on-an-rtx-4090-with-1-g-Je9Q/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.102Z</news:publication_date>
      <news:title>TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with &lt;1 GB VRAM</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/from-uncertainty-to-determinism-coarse-to-fine-visual-floorplan-localization-wit-P-al/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.087Z</news:publication_date>
      <news:title>From Uncertainty to Determinism: Coarse-to-Fine Visual Floorplan Localization without Ray Matching</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/task-and-skill-planning-hierarchical-robot-planning-with-black-box-skills-MvJ-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.072Z</news:publication_date>
      <news:title>Task and Skill Planning: Hierarchical Robot Planning with Black-Box Skills</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/vision-tl-action-neuro-symbolic-trajectory-generation-from-visual-observations-a-OfBr/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.057Z</news:publication_date>
      <news:title>Vision-TL-Action: Neuro-Symbolic Trajectory Generation from Visual Observations and Temporal Logic</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/self-configurable-mesh-networks-for-scalable-distributed-submodular-bandit-optim-gCGp/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.042Z</news:publication_date>
      <news:title>Self-Configurable Mesh-Networks for Scalable Distributed Submodular Bandit Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/sg-cot-an-ambiguity-aware-robotic-planning-framework-using-scene-graph-represent-DG6I/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.027Z</news:publication_date>
      <news:title>SG-CoT: An Ambiguity-Aware Robotic Planning Framework using Scene Graph Representations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/humanclaw-can-vision-language-models-act-through-a-body-nOsB/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:43.011Z</news:publication_date>
      <news:title>HumanCLAW: Can Vision-Language Models Act Through a Body?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/contactflow-a-video-action-conditioning-that-transfers-across-embodiments-ERKC/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.996Z</news:publication_date>
      <news:title>ContactFlow: A video action conditioning that transfers across embodiments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pace-phase-aware-chunk-execution-for-robot-policies-with-action-chunking-j3zt/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.981Z</news:publication_date>
      <news:title>PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/actswm-action-sensitive-world-models-for-long-horizon-planning-in-open-world-gam-YcRY/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.966Z</news:publication_date>
      <news:title>ActSWM: Action-Sensitive World Models for Long-Horizon Planning in Open-World Games</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/checkvla-execution-time-verification-with-action-conditioned-world-model-for-lon-UFyX/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.951Z</news:publication_date>
      <news:title>CheckVLA: Execution-Time Verification with Action-Conditioned World Model for Long-Horizon Mobile Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/enfold-folding-world-generator-computation-into-predictive-representations-for-e-sOc0/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.935Z</news:publication_date>
      <news:title>Enfold: Folding World-Generator Computation into Predictive Representations for Efficient Embodied Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/reeling-it-in-flexible-needle-pick-up-via-thread-manipulation-for-autonomous-sut-ohUg/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.919Z</news:publication_date>
      <news:title>Reeling It In: Flexible Needle Pick Up via Thread Manipulation for Autonomous Suturing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/symmgrid-super-scaling-on-robot-learning-with-parallelized-symmetries-and-egocen-Hzyg/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.904Z</news:publication_date>
      <news:title>SymmGrid: Super-Scaling On-Robot Learning with Parallelized Symmetries and Egocentric-Exocentric Visual Perception</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/risk-aware-motion-planning-with-learned-trajectory-primitives-and-probabilistic--82ht/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.889Z</news:publication_date>
      <news:title>Risk-Aware Motion Planning with Learned Trajectory Primitives and Probabilistic Safety Assessment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/towards-trustworthy-embodied-intelligence-a-systems-framework-and-graded-trustwo-7fAv/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.874Z</news:publication_date>
      <news:title>Towards Trustworthy Embodied Intelligence: A Systems Framework and Graded Trustworthiness Levels</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/heteropropmt-a-real-time-and-privacy-preserving-heterogeneous-collaborative-perc-B58f/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.858Z</news:publication_date>
      <news:title>HeteroPROPMT: A Real-time and Privacy-Preserving Heterogeneous Collaborative Perception Framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/rl-2-vla-adaptive-rl-latent-compositional-steering-with-test-time-scaling-for-vi-633s/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.842Z</news:publication_date>
      <news:title>RL$^2$-VLA: Adaptive RL Latent Compositional Steering with Test-Time Scaling for Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/learning-implicit-causal-world-models-from-multi-agent-demonstrations-lhPm/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.826Z</news:publication_date>
      <news:title>Learning Implicit Causal World Models from Multi-Agent Demonstrations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/sensor-placement-agnostic-sonomyography-toward-continuous-high-dimensional-contr-J86W/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.811Z</news:publication_date>
      <news:title>Sensor-Placement-Agnostic Sonomyography: Toward Continuous High-Dimensional Control by Users with Tetraplegia</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/tiptop-a-modular-open-vocabulary-robot-manipulation-system-that-plans-ugip/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.796Z</news:publication_date>
      <news:title>TiPToP: A Modular Open-Vocabulary Robot Manipulation System That Plans</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/biovln-a-simulation-platform-for-visual-language-navigation-in-biomedical-labora-JsCj/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.780Z</news:publication_date>
      <news:title>BioVLN: A Simulation Platform for Visual Language Navigation in Biomedical Laboratories</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/speech2grasp-data-efficient-transfer-of-text-conditioned-grasp-detection-to-spee-HIwC/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.764Z</news:publication_date>
      <news:title>Speech2Grasp: Data-Efficient Transfer of Text-Conditioned Grasp Detection to Speech in Humanoid Robots</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/self-adaptive-learning-and-model-predictive-control-for-tracking-unknown-dynamic-GT-s/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.749Z</news:publication_date>
      <news:title>Self-Adaptive Learning and Model Predictive Control for Tracking Unknown Dynamics with No Regret</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/embodied-agents-take-control-minimal-interface-zero-shot-agents-rival-industrial-NK3k/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.734Z</news:publication_date>
      <news:title>Embodied Agents Take Control: Minimal-Interface Zero-Shot Agents Rival Industrial-Scale Policies in Vision-and-Language Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gbpp-grasp-aware-base-placement-prediction-for-robots-via-two-stage-learning-0Zkz/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.719Z</news:publication_date>
      <news:title>GBPP: Grasp-Aware Base Placement Prediction for Robots via Two-Stage Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/polygmap-a-perceptive-locomotion-framework-for-humanoid-robot-stair-climbing-4KzK/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.704Z</news:publication_date>
      <news:title>PolygMap: A Perceptive Locomotion Framework for Humanoid Robot Stair Climbing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/what-can-latent-world-models-know-physical-parameter-identifiability-in-multimod-z2sI/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.689Z</news:publication_date>
      <news:title>What Can Latent World Models Know? Physical Parameter Identifiability in Multimodal Predictive Representations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/fleetscape-a-mixed-reality-sandtable-for-spatial-supervision-and-control-of-scal-7_mN/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.673Z</news:publication_date>
      <news:title>FleetScape: A Mixed Reality Sandtable for Spatial Supervision and Control of Scalable Drone Fleets</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/semi-decentralized-multi-spacecraft-collision-avoidance-under-communication-cons-EX6A/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.658Z</news:publication_date>
      <news:title>Semi-Decentralized Multi-Spacecraft Collision Avoidance under Communication Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/multi-objective-compliance-integrated-coevolution-for-simulated-and-real-world-d-weZj/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.643Z</news:publication_date>
      <news:title>Multi-Objective Compliance-Integrated Coevolution For Simulated And Real-World Deployment Of Multi-Robot Marine Autonomy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dlam-distributional-latent-actions-with-temporal-constraints-H3c5/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.625Z</news:publication_date>
      <news:title>DLAM: Distributional Latent Actions with Temporal Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/explicit-kinematic-guidance-from-analytic-concepts-for-vision-language-action-mo-fn4b/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.610Z</news:publication_date>
      <news:title>Explicit Kinematic Guidance from Analytic Concepts for Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/neoracer-an-open-standardized-1-12-scale-autonomous-race-car-for-benchmarking-an-FyHU/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.594Z</news:publication_date>
      <news:title>NeoRacer: An Open, Standardized 1:12 Scale Autonomous Race Car for Benchmarking and Education</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/visibility-aware-cooperative-tracking-with-decentralized-lidar-based-aerial-swar-nIYM/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.576Z</news:publication_date>
      <news:title>Visibility-Aware Cooperative Tracking with Decentralized LiDAR-Based Aerial Swarms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/llm-grounded-dynamic-task-planning-with-hierarchical-temporal-logic-for-human-aw-OLZ_/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.553Z</news:publication_date>
      <news:title>LLM-Grounded Dynamic Task Planning with Hierarchical Temporal Logic for Human-Aware Multi-Robot Handover</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/reinforcement-learning-on-cost-constrained-quadrupedal-hardware-99OR/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T18:07:42.529Z</news:publication_date>
      <news:title>Reinforcement Learning on Cost-Constrained Quadrupedal Hardware</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/gmex-robotics-to-acquire-mediameta-ai-for-social-intelligence-rGCO/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-30T04:06:06.192Z</news:publication_date>
      <news:title>GMEX Robotics to acquire MediaMeta.ai for social intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/experts-react-to-fcc-limits-on-u-s-imports-of-new-humanoid-and-mobile-robots-mFvk/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T23:17:17.707Z</news:publication_date>
      <news:title>Experts react to FCC limits on U.S. imports of new humanoid and mobile robots</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/surviving-the-paper-deluge-a-one-year-study-in-learning-from-demonstration--kY0/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T15:07:29.438Z</news:publication_date>
      <news:title>Surviving the paper deluge: a one-year study in learning from demonstration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/untangling-co-drift-proactive-multi-intent-failure-prediction-and-root-cause-dis-zW4M/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.276Z</news:publication_date>
      <news:title>Untangling Co-Drift: Proactive Multi-Intent Failure Prediction and Root-Cause Disambiguation for Self-Driving Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/motion-generation-with-environmental-constraints-IF5P/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.262Z</news:publication_date>
      <news:title>Motion Generation With Environmental Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/can-vision-language-action-models-learn-from-real-world-data-continually-without-OSzt/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.247Z</news:publication_date>
      <news:title>Can Vision-Language-Action Models Learn from Real-World Data Continually without Forgetting?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/leveraging-semantic-maps-for-city-scale-cross-view-localization-JVPt/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.232Z</news:publication_date>
      <news:title>Leveraging Semantic Maps for City-Scale Cross-View Localization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/robomme-interference-benchmarking-robot-memory-under-interference-vp9l/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.216Z</news:publication_date>
      <news:title>RoboMME-Interference: Benchmarking Robot Memory Under Interference</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/coverage-path-planning-for-holonomic-uavs-via-uniaxial-feasible-gap-severity-gui-0wgD/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.201Z</news:publication_date>
      <news:title>Coverage Path Planning for Holonomic UAVs via Uniaxial-Feasible, Gap-Severity Guided Decomposition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dataset-poisoning-attacks-on-behavioral-cloning-policies-odnT/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.186Z</news:publication_date>
      <news:title>Dataset Poisoning Attacks on Behavioral Cloning Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/cooperative-multi-uav-navigation-in-complex-environments-via-systematic-multi-ag-x3PD/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.171Z</news:publication_date>
      <news:title>Cooperative Multi-UAV Navigation in Complex Environments via Systematic Multi-Agent Deep Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/critical-slowing-down-for-predicting-controller-induced-loss-of-control-in-quadr-1--_/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.155Z</news:publication_date>
      <news:title>Critical slowing down for predicting controller induced loss of control in quadrotors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/room-mediated-co-occurrence-for-zero-shot-object-centric-semantic-navigation-via-VZq1/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.140Z</news:publication_date>
      <news:title>Room-Mediated Co-occurrence for Zero-Shot Object-Centric Semantic Navigation via Frontier Scoring</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/decentralized-scalable-exploration-via-emergent-adaptive-l-evy-walks-on-minimal--vEth/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.125Z</news:publication_date>
      <news:title>Decentralized Scalable Exploration via Emergent Adaptive L\&apos;evy Walks on Minimal-Sensing Platforms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/reactive-3d-motion-planning-for-a-franka-arm-via-star-world-workspace-reshaping-GSeu/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.109Z</news:publication_date>
      <news:title>Reactive 3D Motion Planning for a Franka Arm via Star-World Workspace Reshaping</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/calibrated-partial-resets-preventing-policy-collapse-in-continual-reinforcement--M5A2/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.093Z</news:publication_date>
      <news:title>Calibrated Partial Resets: Preventing Policy Collapse in Continual Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/motion-acceleration-calibration-and-compensation-in-imus-without-external-equipm-kC9J/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.075Z</news:publication_date>
      <news:title>Motion-Acceleration Calibration and Compensation in IMUs without External Equipment for Attitude Estimation Filters</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/egocentric-station-holding-of-robotic-fish-in-unknown-turbulent-background-flow-VORB/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.058Z</news:publication_date>
      <news:title>Egocentric Station Holding of Robotic Fish in Unknown Turbulent Background Flow</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dscd-nav-dual-stance-cooperative-debate-for-object-navigation-iVvr/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.042Z</news:publication_date>
      <news:title>DSCD-Nav: Dual-Stance Cooperative Debate for Object Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/modular-robotic-catheters-for-endovascular-aneurysm-repair-m62l/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.021Z</news:publication_date>
      <news:title>Modular Robotic Catheters for Endovascular Aneurysm Repair</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/p3-probabilistic-policy-propagation-for-stable-vae-based-robot-learning-_dNS/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:55.002Z</news:publication_date>
      <news:title>P3: Probabilistic Policy Propagation for Stable VAE-Based Robot Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/hybrid-artificial-potential-fields-and-spatio-temporal-transformers-for-real-tim-TxE1/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.981Z</news:publication_date>
      <news:title>Hybrid Artificial Potential Fields and Spatio-Temporal Transformers for Real-Time AUV Path Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/rankformer-a-propose-then-select-transformer-for-multi-agent-multimodal-trajecto-FR02/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.967Z</news:publication_date>
      <news:title>RankFormer: A Propose-then-Select Transformer for Multi-Agent Multimodal Trajectory Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/physics-aware-end-to-end-deep-reinforcement-learning-for-quadcopter-control-with-6nug/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.953Z</news:publication_date>
      <news:title>Physics-Aware End-to-End Deep Reinforcement Learning for Quadcopter Control with Actuator Dynamics</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-context-adaptive-policy-framework-for-robust-and-reactive-robotic-manipulation-ZX5L/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.939Z</news:publication_date>
      <news:title>A context-adaptive policy framework for robust and reactive robotic manipulation via uncertainty-aware imitation learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/predictive-control-for-driving-under-uncertain-road-geometry-estimated-from-onbo-5PEd/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.923Z</news:publication_date>
      <news:title>Predictive Control for Driving under Uncertain Road Geometry Estimated from Onboard Vision</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/towards-embodied-cognition-in-robots-via-spatially-grounded-synthetic-worlds-zxLz/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.908Z</news:publication_date>
      <news:title>Towards Embodied Cognition in Robots via Spatially Grounded Synthetic Worlds</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/firmgrasp-a-friction-informed-risk-margin-for-robust-grasp-synthesis-PJZf/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.894Z</news:publication_date>
      <news:title>FIRMGrasp: A Friction-Informed Risk Margin for Robust Grasp Synthesis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/transformer-transformer-a-unified-model-for-motion-conditioned-robot-co-design-E4vG/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.878Z</news:publication_date>
      <news:title>Transformer Transformer: A Unified Model for Motion-Conditioned Robot Co-design</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/steeringless-drifting-differential-torque-control-of-a-four-wheel-independently--kFy-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.862Z</news:publication_date>
      <news:title>Steeringless Drifting: Differential-Torque Control of a Four-Wheel Independently Driven Vehicle</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/diff2dgs-reliable-reconstruction-of-occluded-surgical-scenes-via-2d-gaussian-spl-2IUu/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.847Z</news:publication_date>
      <news:title>Diff2DGS: Reliable Reconstruction of Occluded Surgical Scenes via 2D Gaussian Splatting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/track-leakage-free-hold-out-self-validation-for-photogrammetric-reconstruction-p-e1vz/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.815Z</news:publication_date>
      <news:title>Track-Leakage-Free Hold-Out Self-Validation for Photogrammetric Reconstruction: Protocol, Sensitivity, and Limits</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/extended-reality-as-a-mediation-layer-for-situated-human-control-in-human-robot--JDsG/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.798Z</news:publication_date>
      <news:title>Extended Reality as a Mediation Layer for Situated Human Control in Human-Robot Teaming</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/dc-wam-dynamic-centric-visual-supervision-and-reasoning-for-world-action-models-Q-yA/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.769Z</news:publication_date>
      <news:title>DC-WAM: Dynamic-Centric Visual Supervision and Reasoning for World-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/s2a2-audio-visual-imitation-learning-for-manipulation-tasks-using-acoustic-spati-iq1t/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.746Z</news:publication_date>
      <news:title>S2A2: Audio-Visual Imitation Learning for Manipulation Tasks Using Acoustic Spatial Information</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/when-does-legacy-data-start-to-help-emergent-transfer-in-cross-configuration-rob-Ab8v/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.731Z</news:publication_date>
      <news:title>When Does Legacy Data Start to Help? Emergent Transfer in Cross-Configuration Robot Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/decompose-and-reorganize-planning-with-primitives-and-visuomotor-policies-learne-BrSU/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.716Z</news:publication_date>
      <news:title>Decompose and Reorganize: Planning with Primitives and Visuomotor Policies Learned from Demonstrations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pi-mathbf-r-2-reactive-real-time-flow-policies--SAD/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.701Z</news:publication_date>
      <news:title>$\pi\mathbf{R}^2$: Reactive Real-time Flow Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/shared-voxel-map-based-cooperative-indoor-uav-guidance-with-a-multi-agent-soft-a-KX-p/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.686Z</news:publication_date>
      <news:title>Shared Voxel-Map-Based Cooperative Indoor UAV Guidance with a Multi-Agent Soft Actor-Critic Controller</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/cyclevla-proactive-self-correcting-vision-language-action-models-via-subtask-bac-zrc-/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.672Z</news:publication_date>
      <news:title>CycleVLA: Proactive Self-Correcting Vision-Language-Action Models via Subtask Backtracking and Minimum Bayes Risk Decoding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/home-robust-hough-space-matching-method-for-structured-and-textureless-videos-l6gg/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.657Z</news:publication_date>
      <news:title>HOME: Robust Hough-space Matching Method for Structured and Textureless Videos</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/song-a-photorealistic-3d-gaussian-simulation-platform-for-benchmarking-social-na-sfTC/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.642Z</news:publication_date>
      <news:title>SONG: A Photorealistic 3D Gaussian Simulation Platform for Benchmarking Social Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/tri-manual-visuomotor-imitation-learning-of-robot-policies-5vY8/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.627Z</news:publication_date>
      <news:title>Tri-Manual Visuomotor Imitation Learning of Robot Policies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/intact-isomorphic-intent-to-action-learning-for-search-free-world-models-7-U9/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.613Z</news:publication_date>
      <news:title>INTACT: Isomorphic Intent-to-Action Learning for Search-Free World Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/temporal-distance-jepa-plan-aware-representation-learning-for-latent-world-model-aCUN/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.598Z</news:publication_date>
      <news:title>Temporal-Distance JEPA: Plan-Aware Representation Learning for Latent World Model Predictive Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/belief-aware-influence-and-trust-bait-shaping-human-belief-during-repeated-human-ANAm/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.581Z</news:publication_date>
      <news:title>Belief-Aware Influence and Trust (BAIT): Shaping Human Belief During Repeated Human-Robot Interaction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/input-shaping-for-point-to-point-motion-with-a-continuum-robot-arm-1dWT/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.565Z</news:publication_date>
      <news:title>Input Shaping for Point-to-Point Motion with a Continuum Robot Arm</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/hifi-umi-learning-deployable-manipulation-policies-from-high-fidelity-umi-data-a-tFXR/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.548Z</news:publication_date>
      <news:title>HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/tripody-an-overconstrained-3-spr-like-parallel-robot-for-high-reach-construction-Sg6R/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.532Z</news:publication_date>
      <news:title>Tripody: An Overconstrained 3-SPR-like Parallel Robot for High-Reach Construction Tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/visualpatchworld-code-world-models-as-latent-structured-representations-for-plan-JJ4K/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.517Z</news:publication_date>
      <news:title>VisualPatchWorld: Code World Models as Latent Structured Representations for Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/sam3d-guided-object-centric-representation-alignment-for-vision-language-action--Ut0X/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.502Z</news:publication_date>
      <news:title>SAM3D-Guided Object-Centric Representation Alignment for Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/pictura-perspective-view-self-play-at-scale-for-driving-9PwJ/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.488Z</news:publication_date>
      <news:title>Pictura: Perspective-View Self-Play at Scale for Driving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/nanobot-algorithms-for-treatment-of-diffuse-cancer-lUMB/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.473Z</news:publication_date>
      <news:title>Nanobot Algorithms for Treatment of Diffuse Cancer</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/picasso-holistic-scene-reconstruction-with-physics-constrained-sampling-Yv1h/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.458Z</news:publication_date>
      <news:title>Picasso: Holistic Scene Reconstruction with Physics-Constrained Sampling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/nautilus-from-one-prompt-to-plug-and-play-robot-learning-drrq/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.443Z</news:publication_date>
      <news:title>Nautilus: From One Prompt to Plug-and-Play Robot Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/a-causality-aware-infer-diagnose-refine-framework-for-test-time-modality-adaptat-ESrD/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.428Z</news:publication_date>
      <news:title>A Causality-aware Infer-diagnose-refine Framework for Test-time Modality Adaptation in VLA Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/sgtp-sampling-based-game-theoretic-planning-for-real-time-multi-vehicle-autonomo-XlMa/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.412Z</news:publication_date>
      <news:title>SGTP: Sampling-based Game-Theoretic Planning for Real-Time Multi-Vehicle Autonomous Racing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/amortising-trajectory-optimisation-for-residual-mpc-via-implicit-contact-differe-jM9C/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T09:36:54.396Z</news:publication_date>
      <news:title>Amortising Trajectory Optimisation for Residual MPC via Implicit Contact Differentiation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/envue-medical-develops-robotic-feeding-tube-placement-system-kFRI/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T04:07:04.921Z</news:publication_date>
      <news:title>ENvue Medical develops robotic feeding tube placement system</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/registration-is-open-for-robobusiness-2026-KjgT/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-29T04:07:04.904Z</news:publication_date>
      <news:title>Registration is open for RoboBusiness 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/how-integrated-actuators-improve-humanoid-robot-joint-performance-and-system-int-v0Y3/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-28T21:36:10.820Z</news:publication_date>
      <news:title>How Integrated Actuators Improve Humanoid Robot Joint Performance and System Integration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://robos.news/agency-tool-company-wants-to-make-ota-software-updates-easier-l5Au/</loc>
    <news:news>
      <news:publication>
        <news:name>Robos News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-28T21:36:10.808Z</news:publication_date>
      <news:title>Agency Tool Company wants to make OTA software updates easier</news:title>
    </news:news>
  </url>
</urlset>