firstbacksecondback
72 Results
|
Oral
|
Thu 10:30 |
Learning Bellman Complete Representations for Offline Policy Evaluation Jonathan Chang · Kaiwen Wang · Nathan Kallus · Wen Sun |
|
|
Poster
|
Thu 15:00 |
Learning Bellman Complete Representations for Offline Policy Evaluation Jonathan Chang · Kaiwen Wang · Nathan Kallus · Wen Sun |
|
|
Poster
|
Thu 15:00 |
Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets Han Zhong · Wei Xiong · Jiyuan Tan · Liwei Wang · Tong Zhang · Zhaoran Wang · Zhuoran Yang |
|
|
Spotlight
|
Thu 10:50 |
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning Nathan Kallus · Xiaojie Mao · Kaiwen Wang · Zhengyuan Zhou |
|
|
Spotlight
|
Tue 13:20 |
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning Boxiang Lyu · Zhaoran Wang · Mladen Kolar · Zhuoran Yang |
|
|
Oral
|
Thu 11:15 |
Adversarially Trained Actor Critic for Offline Reinforcement Learning Ching-An Cheng · Tengyang Xie · Nan Jiang · Alekh Agarwal |
|
|
Poster
|
Thu 15:00 |
Adversarially Trained Actor Critic for Offline Reinforcement Learning Ching-An Cheng · Tengyang Xie · Nan Jiang · Alekh Agarwal |
|
|
Poster
|
Thu 15:00 |
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning Angelo Damiani · Giorgio Manganini · Alberto Maria Metelli · Marcello Restelli |
|
|
Spotlight
|
Thu 8:00 |
Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity Laixi Shi · Gen Li · Yuting Wei · Yuxin Chen · Yuejie Chi |
|
|
Poster
|
Thu 15:00 |
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning Nathan Kallus · Xiaojie Mao · Kaiwen Wang · Zhengyuan Zhou |
|
|
Poster
|
Tue 15:30 |
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning Boxiang Lyu · Zhaoran Wang · Mladen Kolar · Zhuoran Yang |
|
|
Spotlight
|
Thu 11:40 |
Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes Hongyi Guo · Qi Cai · Yufeng Zhang · Zhuoran Yang · Zhaoran Wang |