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2026年CoRL会议BAIR

原文标题 · BAIR at CoRL 2026

2026年11月9日至12日,机器人学习会议(CoRL)在德克萨斯州奥斯汀举行。BAIR的教师、博士后及学生将在多个分会场展示研究成果,包括尼加尔·梅尔教授的早期职业生涯主题演讲。以下为包含BAIR成员的全部会议日程,包括与其他大学及公司合作者共同撰写的论文。2026年11月9日至12日,德克萨斯州奥斯汀,所有时间均为中国标准时间·UTC−6 33 主会议论文 4 最新进展海报(LBR) 10 口

来源:Berkeley AI Research · bair.berkeley.edu

正文为英文,可一键机器翻译(仅首次需要等待)

BAIR at CoRL 2026

The Conference on Robot Learning (CoRL) takes place November 9–12, 2026, in Austin, Texas. BAIR faculty, postdocs and students will be presenting research at various sessions, including an Early Career Keynote from Professor Negar Mehr. See below for the full schedule of sessions with BAIR members, including papers co-authored with collaborators at other universities and companies.

November 9–12, 2026 Austin, Texas All times CST · UTC−6

Times shown for oral and spotlight papers are session windows. Individual presentation order is not specified. Papers appear in both their talk and poster sessions.

Paper inclusion: At least one author is affiliated with UC Berkeley; joint affiliations qualify. Faculty talks, session-chair roles and workshop participation are also included.

Late-breaking results: Four late-breaking posters with Berkeley authors are listed so far. This list may grow as more late-breaking posters are confirmed.

Showing all sessions Updated November 8, 2026

Monday , November 9

Main conference 10 papers + 3 LBR posters

Generalist policies, memory and transfer

MEM: Multi-Scale Embodied Memory for Vision Language Action Models

Marcel Torne, Karl Pertsch, Homer Walke, Kyle Vedder, Suraj Nair, Brian Ichter, Allen Z. Ren, Haohuan Wang, Jiaming Tang, Kyle Stachowicz, Karan Dhabalia, Michael Robert Equi, Quan Vuong, Jost Tobias Springenberg, Sergey Levine, Chelsea Finn, Danny Driess

Also at Poster Session I · 5:00–6:30 PM · Poster 42 · JW Marriott

Diagnosing Compositional Generalization in Sequential Robot Tasks

Yixiao Wang, Cheng-En Wu, Lingfeng Sun, Pengcheng Wang, Xiang Ji, Boyuan Liang, Guojian Zhan, Masayoshi Tomizuka

Also at Poster Session I · 5:00–6:30 PM · Poster 115 · JW Marriott

Agentic Robotics

Scaling Online Exploration for Robot Agents

Runhan Huang, Xiangcheng Zhang, Haoyu Chen, Yitong Li, Yen-Jen Wang, Bohan Lyu, Haotian Ye, Chuye Hong, Yixuan Wang, Chloe Su, Haoyu Xiong, Yangzhen Wu, Enze Xie, Travis Manderson, Stefano Ermon, Pieter Abbeel, Antonio Torralba, Dawn Song, Weirui Ye, Yilun Du

Reconstruct, Practice, Go Real: Guided Self-Improvement for Embodied Agents

Yen-Jen Wang, Haozhe Jiang, Shuying Deng, Haoru Xue, Weirui Ye, Rocky Duan, Nika Haghtalab, S. Shankar Sastry, Pieter Abbeel, Haozhi Qi

Also at Agentic Robotics workshop · Thursday, November 12 · 4:15–5:55 PM

Flip Anything with Agentic Robotics Self-Learning

Shuangyu Xie, Kaiyuan Chen, Ken Goldberg

Early Career Keynote II

Hilton Austin Session chair: Ken Goldberg

Professor Negar Mehr

How Can Robots Learn to Interact and Coordinate with Others?

Poster Session I

MEM: Multi-Scale Embodied Memory for Vision Language Action Models

Authors listed under Monday, Spotlight S1

Large Video Planner Enables Generalizable Robot Control

Boyuan Chen, Tianyuan Zhang, Haoran Geng, Caiyi Zhang, Peihao Li, Kiwhan Song, William T. Freeman, Jitendra Malik, Pieter Abbeel, Russ Tedrake, Vincent Sitzmann, Yilun Du

How to Peel with a Knife: Aligning Fine-Grained Manipulation with Human Preference

Toru Lin, Shuying Deng, Zhao-Heng Yin, Pieter Abbeel, Jitendra Malik

HiRE: Hindsight Reward Editing for Policy Finetuning

Haoyi Niu, Zhengtao Han, Yufeng Ji, Zhongyu Li, Koushil Sreenath

Scalable Behavior Cloning with Open Data, Training, and Evaluation

Arthur Allshire, Himanshu Gaurav Singh, Ritvik Singh, Adam Rashid, Hongsuk Choi, David McAllister, Justin Yu, Yiyuan Chen, Huang Huang, Pieter Abbeel, Xi Chen, Rocky Duan, Phillip Isola, Jitendra Malik, Fred Shentu, Guanya Shi, Philipp Wu, Angjoo Kanazawa

Diagnosing Compositional Generalization in Sequential Robot Tasks

Authors listed under Monday, Spotlight S1

AsyncVLA: An Asynchronous VLA for Fast and Robust Navigation on the Edge

Noriaki Hirose, Catherine Glossop, Dhruv Shah, Sergey Levine

GLST: Global-Local Spatio-Temporal Memory Decomposition Framework for Online Chained-Goal Navigation

Yousef Liang, Ryan Ardalan, Yarden Goraly, Chenhao Zhu, Jonas Frey, Claire Tomlin, Marco Pavone, S. Shankar Sastry

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World

Wenli Xiao, Jia Xie, Tonghe Zhang, Haotian Lin, Letian Fu, Haoru Xue, Jalen Lu, Yi Yang, Cunxi Dai, Zi Wang, Jimmy Wu, Guanzhi Wang, S. Shankar Sastry, Ken Goldberg, Linxi Fan, Yuke Zhu, Guanya Shi

Energy-Based Policy Orchestration

Weirui Ye, Yen-Jen Wang, Elvis Hsieh, Zhiyang Dou, Shibo Zhao, Pieter Abbeel, Yilun Du, Leslie Pack Kaelbling, Tomás Lozano-Pérez

Tuesday , November 10

Main conference 11 papers + 1 LBR poster

Reinforcement learning and motion reasoning

Flow Policy Gradients for Robot Control

Brent Yi, Hongsuk Choi, Himanshu Gaurav Singh, Xiaoyu Huang, Takara E. Truong, Carmelo Sferrazza, Yi Ma, Rocky Duan, Pieter Abbeel, Guanya Shi, Karen Liu, Angjoo Kanazawa

Also at Poster Session II · 5:00–6:30 PM · Poster 63 · JW Marriott

Dexterous learning, grasping and assembly

EgoScale: Scaling Dexterous Manipulation with Diverse Egocentric Human Data

Ruijie Zheng, Dantong Niu, Yuqi Xie, Jing Wang, Mengda Xu, Yunfan Jiang, Fernando Castañeda, Fengyuan Hu, You Liang Tan, Letian Fu, Trevor Darrell, Furong Huang, Yuke Zhu, Danfei Xu, Linxi Fan

Also at Poster Session II · 5:00–6:30 PM · Poster 54 · JW Marriott

Humanoid data, control and skills

Hilton Austin Session chair: Koushil Sreenath

SuperMimic: Scaling Humanoid Whole-Body Control with One Differentiable World Model

Qiayuan Liao, Yiyang Shao, Junfeng Long, Kevin Zakka, Roberto Horowitz, Pieter Abbeel, Koushil Sreenath

Also at Poster Session II · 5:00–6:30 PM · Poster 217 · JW Marriott

Real2Sim2Real

RoboSimStudio: An Interactive Toolkit for Rapid Real2Sim of Robot Manipulation Tasks

Kaiyuan Chen, Shuangyu Xie, Uksang Yoo, Xinyue Zhu, Cael Magner, Alvin Zhu, Daehwa Kim, Eric Heiden, Erwin Coumans, Miles Macklin, Spencer Huang, Ken Goldberg

Poster Session II

DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors

Pengcheng Wang, Kaiwen Hong, Chensheng Peng, Katherine Rose Driggs-Campbell, Masayoshi Tomizuka, Chenfeng Xu, Chen Tang

Improving Robotic Generalist Policies via Flow Reversal Steering

Andy Tang, William Chen, Andrew Wagenmaker, Chelsea Finn, Sergey Levine

EgoScale: Scaling Dexterous Manipulation with Diverse Egocentric Human Data

Flow Policy Gradients for Robot Control

Why Does Action Chunking Improve Behavioral Cloning Performance in Robotic Control?

Filippo Lazzati, Kyle Stachowicz, William Chen, Alberto Maria Metelli, Andrew Wagenmaker, Sergey Levine

FTP-1: A Generalist Foundation Tactile Policy Across Tactile Sensors for Contact-Rich Manipulation

Chengbo Yuan, Zicheng Zhang, Mingjie Zhou, Wendi Chen, Yi Wang, Zhuoyang Liu, Dantong Niu, Shuo Wang, Hui Zhang, Wenkang Zhang, Yingdong Hu, Yuanqing Gong, Wanli Xing, Chuan Wen, Cewu Lu, Kaifeng Zhang, Yang Gao

PTLD: Sim-to-Real Privileged Tactile Latent Distillation for Dexterous Manipulation

Rosy Chen, Mustafa Mukadam, Michael Kaess, Tingfan Wu, Francois Robert Hogan, Jitendra Malik, Akash Sharma

Counterfactual Video Generation Enables Scalable Humanoid Loco-Manipulation

Zihan Wang, Zhen Wu, Pieter Abbeel, Rocky Duan, Jitendra Malik, Carmelo Sferrazza, Karen Liu, Guanya Shi, Angjoo Kanazawa

VLK: Learning Humanoid Loco-Manipulation from Synthetic Interactions in Reconstructed Scenes

Yen-Jen Wang, Jiaman Li, Sirui Chen, Takara E. Truong, Pei Xu, Pieter Abbeel, Rocky Duan, Koushil Sreenath, Angjoo Kanazawa, Carmelo Sferrazza, Guanya Shi, Karen Liu

Social Humanoid: Socially Responsive Human–Humanoid Interaction

Vongani Hlavutelo Maluleke, James Ni, Kie Horiuchi, Lea Wilken, Jiahui Lei, Evonne Ng, Roei Herzig, Jitendra Malik, Trevor Darrell, Angjoo Kanazawa

SuperMimic: Scaling Humanoid Whole-Body Control with One Differentiable World Model

Wednesday , November 11

Optimization, agentic planning and evaluation

Playful Agentic Robot Learning

Junyi Zhang, Jiaxin Ge, Hanjun Yoo, Letian Fu, Zihan Yang, Yaowei Liu, Raj Saravanan, Shaofeng Yin, Justin Yu, Dantong Niu, Zirui Wang, Roei Herzig, Ken Goldberg, Yutong Bai, David M. Chan, Ion Stoica, Angjoo Kanazawa, Jiahui Lei, Haiwen Feng, Trevor Darrell

Also at Poster Session III · 10:30 AM–12:00 PM · Poster 99 · JW Marriott

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

Kaiyuan Chen, Shuangyu Xie, Letian Fu, Justin Yu, William Pacini, Sandeep Bajamahal, Hudson Kim, Jaimyn Drake, Daehwa Kim, Haoru Xue, Jonathan Francis, Christian Juette, Peter Schaldenbrand, Muhammet Yunus Seker, Ruwan Wickramarachchi, Uksang Yoo, Guanzhi Wang, Adithyavairavan Murali, Balakumar Sundaralingam, S. Shankar Sastry, Yuke Zhu, Linxi Fan, Spencer Huang, Ken Goldberg

Also at Poster Session III · 10:30 AM–12:00 PM · Poster 100 · JW Marriott

Humanoid locomotion and whole-body control

LadderMan: Learning Humanoid Perceptive Ladder Climbing

Siheng Zhao, Yuanhang Zhang, Ziqi Lu, Pieter Abbeel, Rocky Duan, Koushil Sreenath, Yue Wang, Karen Liu, Guanya Shi

Also at Poster Session III · 10:30 AM–12:00 PM · Poster 195 · JW Marriott

ResSafe: Learning Safety Filtering with Residual Reinforcement Learning for Humanoids

Gechen Qu, Tong Zhang, Bike Zhang, Yen-Jen Wang, Koushil Sreenath, Claire Tomlin, Jason Jangho Choi

Also at Poster Session III · 10:30 AM–12:00 PM · Poster 198 · JW Marriott

TANGO: Humanoid Navigation in Cluttered Environments with a Whole-Body Vision-Language-Action Model

Anqi Li, Yuxin Chen, Zhaobo Li, Zhuo Cao, Junli Ren, Masayoshi Tomizuka, Dhruv Shah

Also at Poster Session III · 10:30 AM–12:00 PM · Poster 200 · JW Marriott

Poster Session III

Do as I Do: Dexterous Manipulation Data from Everyday Human Videos

Bhawna Paliwal, Haritheja Etukuru, William Liang, Pieter Abbeel, Nur Muhammad Mahi Shafiullah, Jitendra Malik

WARP-RM: A Warp-Augmented Relative Progress Reward Model for Data Curation

Justin Yu, Andrew Goldberg, Kavish Kondap, Karim El-Refai, Ethan Ransing, Qianzhong Chen, Mac Schwager, Fred Shentu, Philipp Wu, Ken Goldberg

Playful Agentic Robot Learning

Authors listed under Wednesday, Spotlight S6

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

Authors listed under Wednesday, Spotlight S6

T-Rex: Tactile-Reactive Dexterous Manipulation

Dantong Niu, Zhuoyang Liu, Zekai Wang, Boning Shao, Zhao-Heng Yin, Anirudh Pai, Yuvan Sharma, Stefano Saravalle, Ruijie Zheng, Jing Wang, Ryan Punamiya, Mengda Xu, Yuqi Xie, Yunfan Jiang, Letian Fu, Konstantinos Kallidromitis, Matteo Gioia, Junyi Zhang, Jiaxin Ge, Haiwen Feng, Fabio Galasso, Wei Zhan, David M. Chan, Yutong Bai, Roei Herzig, Jiahui Lei, Fei-Fei Li, Ken Goldberg, Jitendra Malik, Pieter Abbeel, Yuke Zhu, Danfei Xu, Linxi Fan, Trevor Darrell

Tactile Curiosity Drives Robot Interaction

Klemens Iten, Alexander Proshkin, Bhavya Sukhija, Stelian Coros, Andreas Krause, Pieter Abbeel, Carmelo Sferrazza

RPL: Learning Robust Humanoid Perceptive Locomotion on Challenging Terrains

Yuanhang Zhang, Younggyo Seo, Juyue Chen, Yifu Yuan, Koushil Sreenath, Pieter Abbeel, Carmelo Sferrazza, Karen Liu, Rocky Duan, Guanya Shi

TEXEDO: Test Time Scaling for Controller-aware Language-conditioned Humanoid Motion Generation

Jianuo Cao, Yuxin Chen, Yuzhen Song, Masayoshi Tomizuka, Chenran Li, Thomas Tian

CLIFT: Turning Gemini Robotics On-Device into Humanoid Specialists via Non-Invasive Closed-Loop Iterative Fine-Tuning

Yuxin Chen, Hari Srikanth, Nathan Jew, Menglin Wu, Pengcheng Wang, Junli Ren, Masayoshi Tomizuka, Peng Xu, Jinyu Xie, Thomas Tian

LadderMan: Learning Humanoid Perceptive Ladder Climbing

Authors listed under Wednesday, Spotlight S7

ResSafe: Learning Safety Filtering with Residual Reinforcement Learning for Humanoids

Authors listed under Wednesday, Spotlight S7

TANGO: Humanoid Navigation in Cluttered Environments with a Whole-Body Vision-Language-Action Model

Authors listed under Wednesday, Spotlight S7

Thursday , November 12

Workshops Talks, papers and organizing roles

Roadmap to Sample-Efficient Real-World Reinforcement Learning (R2RL) · Keynote block

Zhiyuan “Paul” Zhou

Sergey Levine’s lab. Speaks during the keynote block.

Bimanual Dexterous Tool Use · Spotlights

T-Rex: Tactile-Reactive Dexterous Manipulation

Authors listed under Wednesday, Poster Session III

Do as I Do: Dexterous Manipulation Data from Everyday Human Videos

Authors listed under Wednesday, Poster Session III

Bimanual Dexterous Tool Use · Posters & demos

T-Rex: Tactile-Reactive Dexterous Manipulation

Authors listed under Wednesday, Poster Session III

Do as I Do: Dexterous Manipulation Data from Everyday Human Videos

Authors listed under Wednesday, Poster Session III

Everything Beneath the Policy · Posters

TouchScale: 500 Hours of Human Vision and Touch for Visual-Tactile Learning

Dayou Li, Hao Wang, Qianqian Yang, Zihao Zhu, Haoquan Fang, Ziyao Zeng, Yan Han, Zihan Wang, Yan Wang, Baoru Huang, Dilin Wang, Kenji Shimada, Yiyue Luo, Manling Li, Teresa Lv, Mustafa Mukadam, Rakesh Ranjan, Ruohan Zhang, Qi He, Changliu Liu, Xu Chen, Marco Pavone, Bangya Liu, Jiachen Li, Masayoshi Tomizuka, Zhiwen Fan

Workhorse: Learning Robust Whole-Body Humanoid Loco-Manipulation from Human Data

Songbo Hu, Qiayuan Liao, Yufeng Chi, Kevin Zakka, Sophia Shao, Pieter Abbeel, Koushil Sreenath

Bimanual Dexterous Tool Use · Invited talk

Professor Jitendra Malik

R2RL · Panel discussion

Zhiyuan “Paul” Zhou

Panel with workshop speakers and audience volunteers.

Agentic Robotics · Invited talk

Professor Ken Goldberg

Sim-to-Real-to-Field · Invited talks

Professor Claire Tomlin

Shared invited-talk block with Michael Lutter (Boston Dynamics).

Agentic Robotics · Live demos & posters

ASPIRE: Agentic /Skills Discovery for Robotics

Runyu Lu, Yubo Wu, Ethan Kou, Haotian Lin, Letian Fu, Wenli Xiao, Ajay Mandlekar, Yinzhen Xu, Guanya Shi, Ken Goldberg, Ang Chen, Mosharaf Chowdhury, Jan Kautz, Yuke Zhu, Linxi Fan, Guanzhi Wang

Agentic World Action Models

Zhuoyang Liu, Dantong Niu, Botong Zhang, Boning Shao, Jing Wang, Ruijie Zheng, Yuvan Sharma, Runyu Lu, Jiaming Liu, Renrui Zhang, Roei Herzig, Yutong Bai, Ken Goldberg, Danfei Xu, Yuke Zhu, Guanzhi Wang, Linxi Fan, Trevor Darrell

Reconstruct, Practice, Go Real: Guided Self-Improvement for Embodied Agents

Authors listed under Monday, Late-breaking results, Agentic Robotics

BAIR behind the program

Do Robots Need World Models? Lasse Peters, Negar Mehr’s lab — organizer.

Sim-to-Real-to-Field S. Shankar Sastry, Bike Zhang, Siming He, Jonas Frey — organizers.

“Oops, I Erred” Sergey Levine — faculty advisor. Zhiyuan “Paul” Zhou and Renhao Wang — organizers.

Dexterous Manipulation: Full-Stack Robotics on Learning and Design Jitendra Malik — organizer. Workshop: 2:00–6:00 PM.

About this schedule

Schedule compiled from the conference program, paper and project pages, and workshop programs. Workshop schedules may change; consult each linked program for updates.

Coverage includes 33 main-conference papers, 4 late-breaking results posters and the workshop contributions listed above. The main conference demo track is not covered. Main-conference poster numbers follow an unofficial paper index; check the official program on the day. Hilton stage content will also be streamed to viewing rooms at the Marriott.

Paper affiliations reviewed November 6, 2026; late-breaking results updated November 8, 2026.

Official CoRL program ↗ BAIR faculty ↗ Unofficial paper & poster index ↗ Back to top ↑

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