firstbacksecondback
63 Results
|
Poster
|
Tue 2:30 |
A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow · Azamat Tulepbergenov · Ofir Nachum · Dhawal Gupta · Moonkyung Ryu · Mohammad Ghavamzadeh · Craig Boutilier |
|
|
Oral
|
Mon 1:00 |
DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems Pierre Schumacher · Daniel Haeufle · Dieter Büchler · Syn Schmitt · Georg Martius |
|
|
Poster
|
Mon 2:30 |
DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems Pierre Schumacher · Daniel Haeufle · Dieter Büchler · Syn Schmitt · Georg Martius |
|
|
Poster
|
Tue 2:30 |
Efficient Deep Reinforcement Learning Requires Regulating Overfitting Qiyang Li · Aviral Kumar · Ilya Kostrikov · Sergey Levine |
|
|
Workshop
|
PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav Ram Ramrakhya · Dhruv Batra · Erik Wijmans · Abhishek Das |
||
|
Poster
|
Wed 7:30 |
Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning Zhendong Wang · Jonathan J Hunt · Mingyuan Zhou |
|
|
Poster
|
Provably Efficient Lifelong Reinforcement Learning with Linear Representation Sanae Amani · Lin Yang · Ching-An Cheng |
||
|
Poster
|
A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen · Chris Junchi Li · Angela Yuan · Quanquan Gu · Michael Jordan |
||
|
Poster
|
Wed 2:30 |
Latent State Marginalization as a Low-cost Approach for Improving Exploration Dinghuai Zhang · Aaron Courville · Yoshua Bengio · Qinqing Zheng · Amy Zhang · Ricky T. Q. Chen |
|
|
Workshop
|
Thu 6:00 |
Invited Talk by Anna Goldie: RL for Chip Design / LLMs Anna Goldie |
|
|
Poster
|
The Role of Coverage in Online Reinforcement Learning Tengyang Xie · Dylan Foster · Yu Bai · Nan Jiang · Sham Kakade |
||
|
Poster
|
Decision S4: Efficient Sequence-Based RL via State Spaces Layers Shmuel Bar David · Itamar Zimerman · Eliya Nachmani · Lior Wolf |