Search All 2022 Events
 

Filter by Keyword:

Results

<<   <   Page 1 of 1   >>   >
Workshop
Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning
Aviral Kumar · Anikait Singh · Frederik Ebert · Yanlai Yang · Chelsea Finn · Sergey Levine
Workshop
Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning
Anikait Singh · Aviral Kumar · Frederik Ebert · Yanlai Yang · Chelsea Finn · Sergey Levine
Poster
Tue 14:00 Provable Benefit of Multitask Representation Learning in Reinforcement Learning
Yuan Cheng · Songtao Feng · Jing Yang · Hong Zhang · Yingbin Liang
Poster
Thu 9:00 Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
Giannis Daras · Negin Raoof · Zoi Gkalitsiou · Alex Dimakis
Poster
Tue 14:00 Private Synthetic Data for Multitask Learning and Marginal Queries
Giuseppe Vietri · Cedric Archambeau · Sergul Aydore · William Brown · Michael Kearns · Aaron Roth · Ankit Siva · Shuai Tang · Steven Wu
Poster
Thu 14:00 Generative multitask learning mitigates target-causing confounding
Taro Makino · Krzysztof Geras · Kyunghyun Cho
Poster
Tue 14:00 MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Linxi Fan · Guanzhi Wang · Yunfan Jiang · Ajay Mandlekar · Yuncong Yang · Haoyi Zhu · Andrew Tang · De-An Huang · Yuke Zhu · Anima Anandkumar
Poster
Provable General Function Class Representation Learning in Multitask Bandits and MDP
Rui Lu · Andrew Zhao · Simon Du · Gao Huang