CoRL 2025 Past Robotics

Human to Robot: Workshop on Sensorizing, Modeling, and Learning from Humans

H2R CoRL 2025 Workshop

Submission deadline
Sep 4, 2025, 20:00 UTC
imported from OpenReview — check the website for extensions
Submission portal
OpenReview
Notes
Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (26)

Fetched from OpenReview (v2) on 2026-06-10.

  1. 2HandedAfforder: Learning Precise Actionable Bimanual Affordances from Human Videos

    Marvin Heidinger, Snehal Jauhri, Vignesh Prasad, Georgia Chalvatzaki · PDF
  2. AGRL: Affordance-Guided Reinforcement Learning from Human Video

    Laura Tran-Dubois · PDF
  3. Compliant Residual DAgger: Improving Real-World Contact-Rich Manipulation with Human Corrections

    Xiaomeng Xu, Yifan Hou, Chendong Xin, Zeyi Liu, Shuran Song · PDF
  4. DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation

    Mengda Xu, Han Zhang, Yifan Hou, Zhenjia Xu, Linxi Fan, Manuela Veloso, Shuran Song · PDF
  5. Diffusion-SSM based Policy Learning for Multi-Granularity Action Prediction

    Nayoung Oh, Jaehyeong Jang, Moonkyeong Jung, Daehyung Park · PDF
  6. EgoBridge : Domain Adaptation for Generalizable Imitation from Egocentric Human Data

    Ryan Punamiya, Dhruv Patel, Patcharapong Aphiwetsa, Pranav Kuppili, Lawrence Y. Zhu, Simar Kareer, Judy Hoffman, Danfei Xu · PDF
  7. EMMA: Scaling Mobile Manipulation via Egocentric Human Data

    Lawrence Y. Zhu, Pranav Kuppili, Ryan Punamiya, Patcharapong Aphiwetsa, Dhruv Patel, Simar Kareer, Sehoon Ha, Danfei Xu · PDF
  8. Hand-Eye Autonomous Delivery: Learning Humanoid Navigation, Locomotion and Reaching

    Sirui Chen, Yufei Ye, Zi-ang Cao, Jennifer Lew, Pei Xu, Karen Liu · PDF
  9. HERMES: Human-to-Robot Embodied Learning from Multi-Source Motion Data for Mobile Dexterous Manipulation

    Zhecheng Yuan, Tianming Wei, Langzhe Gu, Pu Hua, Tianhai Liang, Yuanpei Chen, Huazhe Xu · PDF
  10. HuB: Learning Extreme Humanoid Balance

    Tong Zhang, Boyuan Zheng, Ruiqian Nai, Yingdong Hu, Yen-Jen Wang, Geng Chen, Fanqi Lin, Jiongye Li, Chuye Hong, Koushil Sreenath, Yang Gao · PDF
  11. ImMimic: Cross-Domain Imitation from Human Videos via Mapping and Interpolation

    Yangcen Liu, Woo Chul Shin, Yunhai Han, Zhenyang Chen, Harish Ravichandar, Danfei Xu · PDF
  12. Leveraging Demonstrator-perceived Precision for Safe Interactive Imitation Learning of Clearance-limited Tasks

    Hanbit Oh, Takamitsu Matsubara · PDF
  13. Masked Inverse Reinforcement Learning for Language Conditioned Reward Learning

    Minyoung Hwang, Alexandra Forsey-Smerek, Andreea Bobu · PDF
  14. Masquerade: Learning from In-the-wild Human Videos using Data-Editing

    Marion Lepert, Jiaying Fang, Jeannette Bohg · PDF
  15. MotionTrans: Human VR Data Enable Motion-Level Learning for Robotic Manipulation Policies

    Chengbo Yuan, Rui Zhou, Mengzhen Liu, Yingdong Hu, Shengjie Wang, Li Yi, Chuan Wen, Shanghang Zhang, Yang Gao · PDF
  16. Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation

    Phillip Y. Lee, Jihyeon Je, Chanho Park, Mikaela Angelina Uy, Leonidas Guibas, Minhyuk Sung · PDF
  17. Physically Consistent Humanoid Loco-Manipulation using Latent Diffusion Models

    Ilyass Taouil, Haizhou Zhao, Angela Dai, Majid Khadiv · PDF
  18. Robust Instant Policy: Leveraging Student's t-Regression Model for Robust In-context Imitation Learning of Robot Manipulation

    Hanbit Oh, Ixchel G. Ramirez-Alpizar, Yukiyasu Domae · PDF
  19. ROSE: Reconstructing Objects, Scenes, and Trajectories from Casual Videos for Robotic Manipulation

    Peihao Li, Haoran Geng, Jameson Crate, Yanbing Han, Junyi Zhang, Feishi Wang, Charlie Tianyue Cheng, Runpei Dong, Yen-Jen Wang, Haozhe Lou, Trevor Darrell, Pieter Abbeel, Jitendra Malik · PDF
  20. Towards Personalizing Shared Autonomy with Human-in-the-Loop Robot Programs

    Daphne Chen, Sahitha Vuddagiri, Claire Yang, Nick Walker, Maya Cakmak · PDF
  21. UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations

    Hanjung Kim, Jaehyun Kang, Hyolim Kang, Meedeum Cho, Seon Joo Kim, Youngwoon Lee · PDF
  22. UniTracker: Learning Universal Whole-Body Motion Tracker for Humanoid Robots

    Kangning Yin, Weishuai Zeng, Ke Fan, ZiRui Wang, Qiang Zhang, Zheng Tian, Jingbo Wang, Jiangmiao Pang, Weinan Zhang · PDF
  23. Vision in Action: Learning Active Perception from Human Demonstrations

    Haoyu Xiong, Xiaomeng Xu, Jimmy Wu, Yifan Hou, Jeannette Bohg, Shuran Song · PDF
  24. Wearable Robotics Assisted Bipedal Balance and Locomotion Control with Whole-body Musculoskeletal Simulations

    Chengtian Ma, Chenhui Zuo, Yunyue Wei, Yanan Sui · PDF
  25. Where Do We Look When We Teach? Analyzing Human Gaze Behavior Across Demonstration Devices in Robot Imitation Learning

    Yutaro Ishida, Takamitsu Matsubara, Takayuki Kanai, Kazuhiro Shintani, Hiroshi Bito · PDF
  26. X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real

    Prithwish Dan, Kushal Kedia, Angela Chao, Edward Duan, Maximus Adrian Pace, Wei-Chiu Ma, Sanjiban Choudhury · PDF