CoRL 2024 Past Robotics

CoRL Workshop on Learning Robot Fine and Dexterous Manipulation: Perception and Control

LFDM

Submission deadline
Oct 8, 2024, 08:30 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 (37)

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

  1. $\mathcal{D(R,O)}$ Grasp: A Unified Representation of Robot and Object Interaction for Cross-Embodiment Dexterous Grasping

    Zhenyu Wei, Zhixuan Xu, Jingxiang Guo, Yiwen Hou, Chongkai Gao, Cai Zhehao, Jiayu Luo, Lin Shao · PDF
  2. 3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing

    Binghao Huang, Yixuan Wang, Xinyi Yang, Yiyue Luo, Yunzhu Li · PDF
  3. Analysing the Interplay of Vision and Touch for Dexterous Insertion Tasks

    Janis Lenz, Theo Gruner, Daniel Palenicek, Tim Schneider, Inga Pfenning, Jan Peters · PDF
  4. AnyRotate: Gravity-Invariant In-Hand Object Rotation with Sim-to-Real Touch

    Max Yang, chenghua lu, Alex Church, Yijiong Lin, Christopher J. Ford, Haoran Li, Efi Psomopoulou, David A.W. Barton, Nathan F. Lepora · PDF
  5. AnySkin: Plug-and-play Skin Sensing for Robotic Touch

    Raunaq Bhirangi, Venkatesh Pattabiraman, Mehmet Enes Erciyes, Yifeng Cao, Tess Hellebrekers, Lerrel Pinto · PDF
  6. ATK: Automatic Task-driven Keypoint selection for Policy Transfer from Simulation to Real World

    Yunchu Zhang, Zhengyu Zhang, Liyiming Ke, Siddhartha Srinivasa, Abhishek Gupta · PDF
  7. BAKU: An Efficient Transformer for Multi-Task Policy Learning

    Siddhant Haldar, Zhuoran Peng, Lerrel Pinto · PDF
  8. Bimanual Dexterity for Complex Tasks

    Kenneth Shaw, Yulong Li, Jiahui Yang, Mohan Kumar Srirama, Muxin Liu, Haoyu Xiong, Russell Mendonca, Deepak Pathak · PDF
  9. Bridging the Human to Robot Dexterity Gap through Object-Oriented Rewards

    Irmak Guzey, Yinlong Dai, Georgy Savva, Raunaq Bhirangi, Lerrel Pinto · PDF
  10. Catch It! Learning to Catch in Flight with Mobile Dexterous Hands

    Yuanhang Zhang, Tianhai Liang, Zhenyang Chen, Yanjie Ze, Huazhe Xu · PDF
  11. Decomposing the Configuration of an Articulated Object via Graph Neural Network

    Seunghyeon Lim, Kisung Shin, Nakul Gopalan, Jun Ki Lee, Byoung-Tak Zhang · PDF
  12. Design of an Affordable, Fully-Actuated Biomimetic Hand for Dexterous Teleoperation

    Zhaoliang Wan, Zida Zhou, YANGZEHUI, Hao Ding, Senlin Yi, Zetong Bi, Hui Cheng · PDF
  13. DexiTac: Soft Dexterous Tactile Gripping

    chenghua lu, Kailuan Tang, Max Yang, Haoran Li, Tianqi Yue, Nathan F. Lepora · PDF
  14. DexMimicGen: Automated Data Generation for Bimanual Dexterous Manipulation via Imitation Learning

    Zhenyu Jiang, Yuqi Xie, Kevin Lin, Zhenjia Xu, Weikang Wan, Ajay Mandlekar, Linxi Fan, Yuke Zhu · PDF
  15. Diff-HySAC: Diffusion-Based Hybrid Soft Actor-Critic for 6D Non-Prehensile Manipulation

    Huy Le, Miroslav Gabriel, Tai Hoang, Gerhard Neumann, Vien Anh Ngo · PDF
  16. Diffusion Policy Policy Optimization

    Allen Z. Ren, Justin Lidard, Lars Lien Ankile, Anthony Simeonov, Pulkit Agrawal, Anirudha Majumdar, Benjamin Burchfiel, Hongkai Dai, Max Simchowitz · PDF
  17. DOFS: A Real-world 3D Deformable Object Dataset with Full Spatial Information for Dynamics Model Learning

    Zhen Zhang, Xiangyu Chu, TANG Yunxi, K. W. Samuel Au · PDF
  18. DROP: Dexterous Reorientation via Online Planning

    Albert H. Li, Preston Culbertson, Vince Kurtz, Aaron Ames · PDF
  19. DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control

    Zichen Jeff Cui, Hengkai Pan, Aadhithya Iyer, Siddhant Haldar, Lerrel Pinto · PDF
  20. EgoMimic: Scaling Imitation Learning via Egocentric Video

    Simar Kareer, Dhruv Patel, Ryan Punamiya, Pranay Mathur, Shuo Cheng, Chen Wang, Judy Hoffman, Danfei Xu · PDF
  21. From Imitation to Refinement – Residual RL for Precise Visual Assembly

    Lars Lien Ankile, Anthony Simeonov, Idan Shenfeld, Marcel Torne Villasevil, Pulkit Agrawal · PDF
  22. GeoMatch++: Morphology Conditioned Geometry Matching for Multi-Embodiment Grasping

    Yunze Wei, Maria Attarian, Igor Gilitschenski · PDF
  23. Human-Agent Joint Learning for Efficient Robot Manipulation Skill Acquisition

    Shengcheng Luo, Quanquan Peng, Jun Lv, Kaiwen Hong, Katherine Rose Driggs-Campbell, Cewu Lu, Yong-Lu Li · PDF
  24. Learning Precise, Contact-Rich Manipulation through Uncalibrated Tactile Skins

    Venkatesh Pattabiraman, Yifeng Cao, Siddhant Haldar, Lerrel Pinto, Raunaq Bhirangi · PDF
  25. Learning to Accurately Throw Paper Planes

    Marcus Kornmann, Qimeng He, Alap Kshirsagar, Kai Ploeger, Jan Peters · PDF
  26. Local Policies Enable Zero-shot Long-horizon Manipulation

    Murtaza Dalal, Min Liu, Walter Talbott, Chen Chen, Deepak Pathak, Jian Zhang, Russ Salakhutdinov · PDF
  27. ManiWAV: Learning Robot Manipulation from In-the-Wild Audio-Visual Data

    Zeyi Liu, Cheng Chi, Eric Cousineau, Naveen Kuppuswamy, Benjamin Burchfiel, Shuran Song · PDF
  28. MILES: Making Imitation Learning Easy with Self-Supervision

    Georgios Papagiannis, Edward Johns · PDF
  29. Object-Centric Dexterous Manipulation from Human Motion Data

    Yuanpei Chen, Chen Wang, Yaodong Yang, Karen Liu · PDF
  30. OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulation

    Aadhithya Iyer, Zhuoran Peng, Yinlong Dai, Irmak Guzey, Siddhant Haldar, Soumith Chintala, Lerrel Pinto · PDF
  31. Probabilistic Contact Mode Planning for Multi-Finger Manipulation using Diffusion Models

    Thomas Power, Abhinav Kumar, Fan Yang, Sergio Francisco Aguilera Marinovic, Soshi Iba, Rana Soltani Zarrin, Dmitry Berenson · PDF
  32. Representing Positional Information in Generative World Models for Object Manipulation

    Stefano Ferraro, Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt, Sai Rajeswar · PDF
  33. Robot Utility Models: General Policies for Zero-Shot Deployment in New Environments

    Haritheja Etukuru, Norihito Naka, Zijin Hu, Seungjae Lee, Chris Paxton, Soumith Chintala, Lerrel Pinto, Nur Muhammad Mahi Shafiullah · PDF
  34. ScissorBot: Learning Generalizable Scissor Skill for Paper Cutting via Simulation, Imitation, and Sim2Real

    Jiangran Lyu, Yuxing Chen, Tao Du, Feng Zhu, Huiquan Liu, Yizhou Wang, He Wang · PDF
  35. TacEx: GelSight Tactile Simulation in Isaac Sim – Combining Soft-Body and Visuotactile Simulators

    Duc Huy Nguyen, Guillaume Duret, Tim Schneider, Alap Kshirsagar, Boris Belousov, Jan Peters · PDF
  36. The Role of Action Abstractions in Robot Manipulation Learning and Sim-to-Real Transfer

    Elie Aljalbout, Felix Frank, Maximilian Karl, Patrick van der Smagt · PDF
  37. Watch Less, Feel More: Sim-to-Real RL for Generalizable Articulated Object Manipulation via Motion Adaptation and Impedance Control

    Tan-Dzung Do, Gireesh Nandiraju, Jilong Wang, He Wang · PDF