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. Smooth Operator: A Real-Time Sampling-Based Algorithm for Kinematic Hand Retargeting

    Jul 8, 2026Robert Jomar Malate, Erik Bauer, Norica Bacuieti +4Robot TeleoperationMotion Retargeting

  2. WristMimic: Full-Body Humanoid Control with Wrist-Guided Manipulation

    Jul 7, 2026Wongyun Yu, Youngwoon Kim, Minsu ChoContact-Rich Robotic ManipulationHumanoid Robot Control

  3. DexTele: A Dual-Arm Dexterous Teleoperation System Based on Motion Retargeting and Adaptive Force Control

    Jul 7, 2026Yuanchuan Lai, Qing Gao, Ziyan Liang +3Bimanual Robotic ManipulationRobot Teleoperation

  4. ObjRetarget: An Object-Aware Motion Retargeting Framework with Anthropomorphic Arm Constraints and Polyhedral Hand Modeling

    Jul 4, 2026Yuanchuan Lai, Qing Gao, Ziyan Liang +2Contact-Rich Robotic ManipulationMotion Retargeting

  5. 3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement

    Jun 29, 2026Deyin Liu, Jicheng Xu, Lin Yuanbo Wu +4Camera-Controlled Video GenerationMotion Retargeting

  6. X-Morph: Human Motion Priors for Scalable Robot Learning Across Morphologies

    Jun 29, 2026Ritwik Sharma, Shivam Sood, Arhaan Jain +3Cross-Embodiment Robot LearningMotion Retargeting

  7. WARP: Whole-Body Retargeting for Learning from Offline Human Demonstrations

    Jun 29, 2026Zhenyang Chen, Chuizheng Kong, Chuye Zhang +4Mobile ManipulationCross-Embodiment Robot Learning

  8. EgoEngine: From Egocentric Human Videos to High-Fidelity Dexterous Robot Demonstrations

    Jun 10, 2026Yangcen Liu, Shuo Cheng, Xinchen Yin +6Zero-Shot Robotic ManipulationRobot Skill Learning

  9. TopoCap: Learning Topology-Agnostic Motion Priors for Monocular Video-to-Animation

    Jun 10, 2026Cheng-Feng Pu, Jia-Peng Zhang, Meng-Hao Guo +2Markerless Motion CaptureMotion Retargeting

  10. Perceptive Behavior Foundation Model: Adapting Human Motion Priors to Robot-Centric Terrain

    Jun 6, 2026Zifan Wang, Yizhao Li, Teli Ma +5Humanoid Robot LocomotionRobot Foundation Models

  11. X-OP: Cross-Morphology Whole-Body Teleoperation via MPC Retargeting

    Jun 6, 2026Jen-Wei Wang, Sarthak Kaingade, Andrea Tagliabue +1Robot TeleoperationWhole-Body Robotic Manipulation

  12. Human2Humanoid: Physics-Aware Cross-Morphology Motion Retargeting for Humanoid Robots

    Jun 2, 2026Tianchen Huang, Feiyang Yuan, Junchi Gu +5Cross-Embodiment Robot LearningMotion Retargeting

  13. Real-Time Retargeting Using Controllability Boundary for Chandrayaan-3 Lunar Landing

    May 28, 2026Suraj Kumar, Debjyoti Chakrabarti, Aditya Rallapalli +2Motion RetargetingData-Driven Control

  14. Direct Dynamic Retargeting for Humanoid Imitation Learning from Videos

    May 22, 2026Constant Roux, Ludovic De Matteïs, Armand Jordana +4Humanoid Robot ControlMotion Retargeting

  15. Skinned Motion Retargeting with Spatially Adaptive Interaction Guidance

    May 19, 2026Soojin Choi, Seokhyeon Hong, Chaelin Kim +3Motion Retargeting

  16. AnyAct: Towards Human Reenactment of Character Motion From Video

    May 15, 2026Liuhan Chen, Lei Zhong, Jiawei Wang +5Human Motion GenerationMotion Retargeting

  17. DexTwist: Dexterous Hand Retargeting for Twist Motion via Mixed Reality-based Teleoperation

    May 12, 2026Dongmyoung Lee, Chengxi Li, Dongheui LeeDexterous ManipulationContact-Rich Robotic Manipulation

  18. ReActor: Reinforcement Learning for Physics-Aware Motion Retargeting

    May 7, 2026David Müller, Agon Serifi, Sammy Christen +3Cross-Embodiment Robot LearningMotion Retargeting

  19. Simulating Infant First-Person Sensorimotor Experience via Motion Retargeting from Babies to Humanoids

    Apr 30, 2026Francisco M. López, Hoshinori Kanazawa, Ondrej Fiala +8Robotics SimulationSynthetic Data Generation for Robotics

  20. Functional Force-Aware Retargeting from Virtual Human Demos to Soft Robot Policies

    Apr 1, 2026Uksang Yoo, Mengjia Zhu, Evan Pezent +8Motion RetargetingRobot Imitation Learning

  21. Kilohertz-Safe: A Scalable Framework for Constrained Dexterous Retargeting

    Mar 31, 2026Yinxiao Tian, Ziyi Yang, Zinan Zhao +1Motion RetargetingRobotic Control

  22. Chasing Autonomy: Dynamic Retargeting and Control Guided RL for Performant and Controllable Humanoid Running

    Mar 26, 2026Zachary Olkin, William D. Compton, Ryan M. Bena +1Humanoid Robot LocomotionRL for Legged Locomotion

  23. Make Tracking Easy: Neural Motion Retargeting for Humanoid Whole-body Control

    Mar 23, 2026Qingrui Zhao, Kaiyue Yang, Xiyu Wang +6Motion RetargetingRobot Motion Generation

  24. SOMA: Unifying Parametric Human Body Models

    Mar 17, 2026Jun Saito, Jiefeng Li, Michael de Ruyter +123D Morphable Models3D Reconstruction

  25. SPARK: Skeleton-Parameter Aligned Retargeting on Humanoid Robots with Kinodynamic Trajectory Optimization

    Mar 12, 2026Hanwen Wang, Qiayuan Liao, Bike Zhang +3Motion RetargetingRobot Motion Generation