TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction

16 May 2024

Yunfan Jiang

Chen Wang

Ruohan Zhang

Jiajun Wu

Fei-Fei Li

OnRL

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Papers citing "TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction"

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Title
FoldNet: Learning Generalizable Closed-Loop Policy for Garment Folding via Keypoint-Driven Asset and Demonstration Synthesis Yuxing Chen Bowen Xiao H. Wang 26 0 0 14 May 2025
Real-is-Sim: Bridging the Sim-to-Real Gap with a Dynamic Digital Twin for Real-World Robot Policy Evaluation Jad Abou-Chakra Lingfeng Sun Krishan Rana Brandon B. May Karl Schmeckpeper M. Minniti Laura Herlant OffRL 134 0 0 04 Apr 2025
ManipTrans: Efficient Dexterous Bimanual Manipulation Transfer via Residual Learning Kailin Li Puhao Li Tengyu Liu Yuyang Li Siyuan Huang 48 3 0 27 Mar 2025
BEHAVIOR Robot Suite: Streamlining Real-World Whole-Body Manipulation for Everyday Household Activities Yunfan Jiang Ruohan Zhang J. Wong Chen Wang Yanjie Ze Hang Yin Cem Gokmen Shuran Song Jiajun Wu L. Fei-Fei 67 5 0 07 Mar 2025
MILE: Model-based Intervention Learning Yigit Korkmaz Erdem Bıyık 88 2 0 21 Feb 2025
A Real-to-Sim-to-Real Approach to Robotic Manipulation with VLM-Generated Iterative Keypoint Rewards Shivansh Patel Xinchen Yin Wenlong Huang Shubham Garg H. Nayyeri Li Fei-Fei Svetlana Lazebnik Y. Li 92 0 0 12 Feb 2025
ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills Tairan He J. Gao Wenli Xiao Y. Zhang Zi Wang ... Jessica Hodgins Linxi Fan Yuke Zhu Changliu Liu Guanya Shi 84 10 0 03 Feb 2025
Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model Xiu Yuan Tongzhou Mu Stone Tao Yunhao Fang Mengke Zhang H. Su OffRL 66 3 0 18 Dec 2024
Local Policies Enable Zero-shot Long-horizon Manipulation Murtaza Dalal Min Liu Walter Talbott Chen Chen Deepak Pathak Jian Zhang Ruslan Salakhutdinov 38 3 0 29 Oct 2024
Boosting Camera Motion Control for Video Diffusion Transformers Soon Yau Cheong Duygu Ceylan Armin Mustafa Andrew Gilbert C. Huang DiffM VGen 65 11 0 14 Oct 2024
Automated Creation of Digital Cousins for Robust Policy Learning Tianyuan Dai Josiah Wong Yunfan Jiang Chen Wang Cem Gokmen Ruohan Zhang Jiajun Wu Li Fei-Fei 31 22 0 09 Oct 2024
Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping Ziye Huang Haoqi Yuan Yuhui Fu Zongqing Lu 37 3 0 03 Oct 2024
ManiSkill3: GPU Parallelized Robotics Simulation and Rendering for Generalizable Embodied AI Stone Tao Fanbo Xiang Arth Shukla Yuzhe Qin Xander Hinrichsen ... Zhiao Huang Roberto Calandra Rui Chen Shan Luo Hao Su 21 27 0 01 Oct 2024
Hand-Object Interaction Pretraining from Videos Himanshu Gaurav Singh Antonio Loquercio Carmelo Sferrazza Jane Wu Haozhi Qi Pieter Abbeel Jitendra Malik 44 13 0 12 Sep 2024
Neural MP: A Generalist Neural Motion Planner Murtaza Dalal Jiahui Yang Russell Mendonca Youssef Khaky Ruslan Salakhutdinov Deepak Pathak 26 6 0 09 Sep 2024
Robo-GS: A Physics Consistent Spatial-Temporal Model for Robotic Arm with Hybrid Representation Haozhe Lou Yurong Liu Yike Pan Yiran Geng Jianteng Chen ... Lin Wang Hengzhen Feng Lu Shi Liyi Luo Yongliang Shi AI4CE 50 16 0 27 Aug 2024
FORGE: Force-Guided Exploration for Robust Contact-Rich Manipulation under Uncertainty Michael Noseworthy Bingjie Tang Bowen Wen Ankur Handa Nicholas Roy Nicholas Roy Dieter Fox Yashraj S. Narang Iretiayo Akinola Iretiayo Akinola 51 8 0 08 Aug 2024
Lessons from Learning to Spin "Pens" Jun Wang Ying Yuan Haichuan Che Haozhi Qi Yi-An Ma Jitendra Malik Xiaolong Wang 57 14 0 26 Jul 2024
From Imitation to Refinement -- Residual RL for Precise Visual Assembly Lars Ankile Anthony Simeonov Idan Shenfeld M. Torné Pulkit Agrawal OffRL 31 7 0 23 Jul 2024
Learning to Manipulate Anywhere: A Visual Generalizable Framework For Reinforcement Learning Zhecheng Yuan Tianming Wei Shuiqi Cheng Gu Zhang Yuanpei Chen Huazhe Xu 48 22 0 22 Jul 2024
Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI Y. Liu Weixing Chen Yongjie Bai Xiaodan Liang Guanbin Li Wen Gao Liang Lin LM&Ro SyDa AI4CE 51 50 0 09 Jul 2024
MEReQ: Max-Ent Residual-Q Inverse RL for Sample-Efficient Alignment from Intervention Yuxin Chen Chen Tang Chenran Li Ran Tian Peter Stone M. Tomizuka Wei Zhan 23 1 0 24 Jun 2024
What Foundation Models can Bring for Robot Learning in Manipulation : A Survey Dingzhe Li Yixiang Jin A. Yong Hongze Yu Jun Shi Xiaoshuai Hao Peng Hao Huaping Liu Fuchun Sun Bin Fang AI4CE LM&Ro 69 13 0 28 Apr 2024
DexCap: Scalable and Portable Mocap Data Collection System for Dexterous Manipulation Chen Wang Haochen Shi Weizhuo Wang Ruohan Zhang Fei-Fei Li Karen Liu 52 103 0 12 Mar 2024
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation Zipeng Fu Tony Zhao Chelsea Finn 105 288 0 04 Jan 2024
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations Ajay Mandlekar Soroush Nasiriany Bowen Wen Iretiayo Akinola Yashraj S. Narang Linxi Fan Yuke Zhu Dieter Fox LM&Ro 84 100 0 26 Oct 2023
General In-Hand Object Rotation with Vision and Touch Haozhi Qi Brent Yi Sudharshan Suresh Mike Lambeta Y. Ma Roberto Calandra Jitendra Malik 58 81 0 18 Sep 2023
Learning Generalizable Pivoting Skills Xiang Zhang Siddarth Jain Baichuan Huang M. Tomizuka Diego Romeres 29 14 0 04 May 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 155 0 07 Mar 2023
Interactive Imitation Learning in Robotics: A Survey C. Celemin Rodrigo Pérez-Dattari Eugenio Chisari Giovanni Franzese L. Rosa Ravi Prakash Zlatan Ajanović Marta Ferraz Abhinav Valada Jens Kober 37 52 0 31 Oct 2022
Motion Policy Networks Adam Fishman Adithya Murali Clemens Eppner Bryan N. Peele Byron Boots D. Fox 48 55 0 21 Oct 2022
In-Hand Object Rotation via Rapid Motor Adaptation Haozhi Qi Ashish Kumar Roberto Calandra Yinsong Ma Jitendra Malik 123 104 0 10 Oct 2022
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation Mohit Shridhar Lucas Manuelli D. Fox LM&Ro 161 457 0 12 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 839 0 12 Oct 2021
OSCAR: Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation J. Wong Viktor Makoviychuk Anima Anandkumar Yuke Zhu 29 11 0 02 Oct 2021
Learning Reward Functions from Scale Feedback Nils Wilde Erdem Biyik Dorsa Sadigh Stephen L. Smith 44 33 0 01 Oct 2021
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation Ajay Mandlekar Danfei Xu J. Wong Soroush Nasiriany Chen Wang Rohun Kulkarni Li Fei-Fei Silvio Savarese Yuke Zhu Roberto Martín-Martín OffRL 152 472 0 06 Aug 2021
SAPIEN: A SimulAted Part-based Interactive ENvironment Fanbo Xiang Yuzhe Qin Kaichun Mo Yikuan Xia Hao Zhu ... He-Nan Wang Li Yi Angel X. Chang Leonidas J. Guibas Hao Su 218 487 0 19 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016