3 papers
cs.RO2026
DexTeleop-0: Force-Aware Bimanual Dexterous Teleoperation with Ego-Centric Perception towards Shared Autonomy
Haichao Liu, Yuyao Jiang, Hyunsun Park +2
Fine-grained, bimanual dexterous manipulation remains a foundational challenge in robotics. Traditional teleoperation systems often fail in contact-rich tasks because embodiment ga…
cs.RO2026
UniManip: General-Purpose Zero-Shot Robotic Manipulation with Agentic Operational Graph
Haichao Liu, Yuanjiang Xue, Yuheng Zhou +4
Achieving general-purpose robotic manipulation requires robots to seamlessly bridge high-level semantic intent with low-level physical interaction in unstructured environments. How…
cs.RO2026
E2HiL: Entropy-Guided Sample Selection for Efficient Real-World Human-in-the-Loop Reinforcement Learning
Haoyuan Deng, Yuanjiang Xue, Haoyang Du +3
Human-in-the-loop guidance has emerged as an effective approach for enabling faster convergence in online reinforcement learning (RL) of complex real-world manipulation tasks. Howe…