Overview

Motion retargeting maps movement from one character or person to another body or robot with different proportions, joints, and abilities. Methods range from inverse kinematics and constrained trajectory optimization to learned graph, transformer, diffusion, and flow models; video reconstruction and physics simulation can help recover and refine motions. Work is evaluated on motion-capture and character-animation datasets, hand-object interaction tasks, and simulated or real robots, often testing whether transferred motions remain useful for control. A central challenge is balancing fidelity to the source with feasible movement and preserved contacts, especially when embodiments differ greatly or the source motion is incomplete.

Latest papers

CardsList

104 papers36 papers in the last four weeks, up 300% on the four weeks before. 0.2% of all new papers.

  1. Vision-Based Hand Shadowing for Robotic Manipulation via Inverse Kinematics

    Mar 11, 2026Hendrik Chiche, Antoine Jamme, Trevor Rigoberto Martinez +1Motion RetargetingRobotic Manipulation

  2. Kinodynamic Motion Retargeting for Humanoid Locomotion via Multi-Contact Whole-Body Trajectory Optimization

    Mar 10, 2026Xiaoyu Zhang, Steven Haener, Varun Madabushi +1Motion RetargetingHumanoid Robot Locomotion

  3. ULTRA: Unified Multimodal Control for Autonomous Humanoid Whole-Body Loco-Manipulation

    Mar 3, 2026Xialin He, Sirui Xu, Xinyao Li +4Robotic ControlHumanoid Loco-Manipulation

  4. Kling-MotionControl Technical Report

    Mar 3, 2026Kling Team, Jialu Chen, Yikang Ding +21Human Avatar AnimationControllable Video Generation

  5. Rhythm: Learning Interactive Whole-Body Control for Dual Humanoids

    Mar 3, 2026Hongjin Chen, Wei Zhang, Pengfei Li +10RL for RoboticsHumanoid Robot Control

  6. OmniTrack: General Motion Tracking via Physics-Consistent Reference

    Feb 27, 2026Yuhan Li, Peiyuan Zhi, Yunshen Wang +6Humanoid Motion TrackingHumanoid Robot Control

  7. MeshMimic: Geometry-Aware Humanoid Motion Learning through 3D Scene Reconstruction

    Feb 17, 2026Qiang Zhang, Jiahao Ma, Peiran Liu +20Terrain-Aware Robot LocomotionRobot Imitation Learning

  8. ExtremControl: Low-Latency Humanoid Teleoperation with Scaled Velocity Feedforward

    Feb 11, 2026Ziyan Xiong, Lixing Fang, Junyun Huang +3Robot TeleoperationHumanoid Robot Control

  9. A Scalable Whole-body Motion Transfer via Implicit Kinodynamic Motion Retargeting

    Sep 18, 2025Xingyu Chen, Hanyu Wu, Sikai Wu +7Humanoid Robot ControlSynthetic Data Generation for Robotics

  10. MotionPersona: Real-Time Locomotion Control across Personas, Bodies, and Styles

    May 30, 2025Mingyi Shi, Wei Liu, Jidong Mei +4Human Motion GenerationMotion Retargeting

  11. Multi-Embodiment Robotic Retargeting via Guided Diffusion Model

    May 27, 2025Zhefeng Cao, Ben Liu, Shunpeng Yang +3Diffusion GuidanceCross-Embodiment Robot Learning