Sampling-based Model Predictive Control as Sequential Monte Carlo Inference
Austin Garrett, Muyang Yan, Zachary Kingston
https://t.co/Se5m55ZPay [𝚌𝚜.𝚁𝙾 𝚌𝚜.𝙻𝙶 𝚎𝚎𝚜𝚜.𝚂𝚈]
💬Code: https://t.co/Oe85Rd57vz
DreamVLA: From Generated Human Motions to Humanoid Vision-Language-Action Policies
Kevin Park, Izat Rasyad, …
https://t.co/VoCxs8XQHJ [𝚌𝚜.𝚁𝙾]
💬Accepted to CoRL 2026 workshops G2A: From Generative Models to Robot Actions and Open Problems in Contact-Rich Loco-Manipulation
Passivity-Guaranteed Variable Impedance and Compliance Control via Online Parameter Optimization
Huseyin Tugcan Dinc, Ersin Daş, Nikolas Thelenberg, Christian Ott
https://t.co/FbSLuHqx2q [𝚌𝚜.𝚁𝙾 𝚎𝚎𝚜𝚜.𝚂𝚈]
💬Submitted to Control Engineering Practice
Burden, Bounty, or Bliss? Muscle-Aware Retargeting and Null-Space Exploration for Whole-Body Musculoskeletal Control
Ruiyang Kong, Takeshi Oishi
https://t.co/UupANgo9Vr [𝚌𝚜.𝚁𝙾]
💬Submitted to IEEE ICRA 2027
Which Taxels, Not How Many: Tactile Sensor Placement for Dexterous Policies
Taeyun Kim, Jinsoo Shin, Taehwa Kim, Taeyoon Kim, Jinyoung Choi
https://t.co/XOyPJUDeVq [𝚌𝚜.𝚁𝙾]
💬Accepted at the Workshop on Everything Beneath the Policy, CoRL 2026
Tactile Sensors Are an Effective Substitute for Wrist Cameras in Contact-Rich or Occluded Manipulation
Aijia Yang, Arsh Tangri, …
https://t.co/LutQpvbqvn [𝚌𝚜.𝚁𝙾]
💬Accepted at the 3rd Workshop on Dexterous Manipulation: Full-Stack Robotics on Learning and Design, CoRL 2026
Spatial Representation Distillation and Knowledge Routing for Vision-Language-Action Models
Jungin Park, Chaoran Zhu, Changjae Oh, Kwanghoon Sohn
https://t.co/UNsqq1ZPlr [𝚌𝚜.𝚁𝙾]
Multi-Objective Adaptation After Deployment: A Position on World Models for Remote Robot Teams
Jamie Santos, Kagan Tumer
https://t.co/Sf3JGezZ2E [𝚌𝚜.𝚁𝙾]
Deploying Physically and Epistemically Compliant Agents by Distilling Belief-Space Task and Motion Planners
Phillip J. K. Christoffersen, Rachel Ma, Patrick Barragán, Dylan Hadfield-Menell
https://t.co/0yZcyC6nXh [𝚌𝚜.𝚁𝙾 𝚌𝚜.𝙰𝙸]