BAIR 在 CoRL 2026:33 篇主会论文与 Negar Mehr 主题演讲
BAIR at CoRL 2026 – The Berkeley Artificial Intelligence Research Blog
BAIR 将在 11 月 9–12 日于奥斯汀举行的 CoRL 2026 上展示 33 篇主会论文、4 篇 Late-breaking results 海报,以及 3 场 oral 和 7 场 spotlight,教授 Negar Mehr 将发表 Early Career Keynote。论文涵盖 VLA 模型、机器人操作与强化学习等方向,包括 MEM: Multi-Scale Embodied Memory for Vision Language Action Models 和 AsyncVLA 等。
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BAIR at CoRL 2026
Berkeley AI Research Editors
Nov 9, 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.
33Main-conference papers 4Late-breaking results (LBR) posters 10Orals & spotlights3 orals · 7 spotlights 4Days of researchNovember 9–12
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.
Find a paper or person Session typeAll sessionsKeynoteOralsSpotlightsPostersLate-breaking resultsWorkshops
Showing all sessionsUpdated November 8, 2026 No matching sessions. Try a surname, a shorter paper title, or reset the filters.
Monday, November 9
Main conference10 papers + 3 LBR posters
9:00–9:30 AMCST
Spotlight · S1
Generalist policies, memory and transfer
Hilton Austin
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
Paper ↗
12:00–1:30 PMCST · LUNCH BREAK
Late-breaking results · Posters
Agentic Robotics
Griffin board 120 · LBR #19
Yen-Jen Wang, Haozhe Jiang, Shuying Deng, Haoru Xue, Weirui Ye, Rocky Duan, Nika Haghtalab, S. Shankar Sastry, Pieter Abbeel, Haozhi Qi
Griffin board 131 · LBR #54
GitHub ↗
Late-breaking results program ↗
Professor Negar Mehr
How Can Robots Learn to Interact and Coordinate with Others?
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
Authors listed under Monday, Spotlight S1
Paper ↗
Poster 57
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
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Poster 68
How to Peel with a Knife: Aligning Fine-Grained Manipulation with Human Preference
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Poster 97
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Poster 113
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Poster 115
Authors listed under Monday, Spotlight S1
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Poster 142
AsyncVLA: An Asynchronous VLA for Fast and Robust Navigation on the Edge
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Poster 159
Yousef Liang, Ryan Ardalan, Yarden Goraly, Chenhao Zhu, Jonas Frey, Claire Tomlin, Marco Pavone, S. Shankar Sastry
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Poster 202
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
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Poster 225
Energy-Based Policy Orchestration
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Tuesday, November 10
Main conference11 papers + 1 LBR poster
9:00–9:30 AMCST
Oral · O4
Reinforcement learning and motion reasoning
Hilton Austin
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
Dexterous learning, grasping and assembly
Hilton Austin
Humanoid data, control and skills
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12:00–1:30 PMCST · LUNCH BREAK
Late-breaking results · Posters
Real2Sim2Real
Late-breaking results program ↗
Paper ↗
Poster 39
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Poster 54
Authors listed under Tuesday, Oral O5
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Poster 63
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
Authors listed under Tuesday, Oral O4
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Poster 77
Why Does Action Chunking Improve Behavioral Cloning Performance in Robotic Control?
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Poster 142
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Poster 153
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Poster 184
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Poster 189
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
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Poster 195
Poster 217
Authors listed under Tuesday, Oral O7
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
Paper ↗
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
Humanoid locomotion and whole-body control
Hilton Austin
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Poster 68
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Poster 99
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
Authors listed under Wednesday, Spotlight S6
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Poster 100
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
Authors listed under Wednesday, Spotlight S6
Paper ↗
Poster 135
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
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Poster 148
Tactile Curiosity Drives Robot Interaction
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Poster 159
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Poster 175
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Poster 178
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Poster 195
Authors listed under Wednesday, Spotlight S7
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Poster 198
Authors listed under Wednesday, Spotlight S7
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Poster 200
Authors listed under Wednesday, Spotlight S7
Paper ↗
Thursday, November 12
WorkshopsTalks, papers and organizing roles
8:40–9:50 AMCST
Workshop
JW Marriott · Room 213
Zhiyuan “Paul” Zhou
Sergey Levine’s lab. Speaks during the keynote block.
Bimanual Dexterous Tool Use · Spotlights
JW Marriott · Rooms 303–304
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
Paper ↗
JW Marriott · Rooms 303–304
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
Paper ↗
Everything Beneath the Policy · Posters
Hilton Austin · Salon E, 4th floor
JW Marriott · Rooms 303–304
Professor Jitendra Malik
Talk title has not been announced.
Panel with workshop speakers and audience volunteers.
Agentic Robotics · Invited talk
Room to be announced
Professor Ken Goldberg
Talk title has not been announced.
Sim-to-Real-to-Field · Invited talks
Hilton Austin · Salon E, 4th floor
Professor Claire Tomlin
Shared invited-talk block with Michael Lutter (Boston Dynamics).
Agentic Robotics · Live demos & posters
Room to be announced
Agentic World Action Models
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
Authors listed under Monday, Late-breaking results, Agentic Robotics
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.
Jitendra Malik — organizer. Workshop: 2:00–6:00 PM.
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 ↑