|
Poster
|
Tue 14:00
|
Data-Driven Offline Decision-Making via Invariant Representation Learning
Han Qi · Yi Su · Aviral Kumar · Sergey Levine
|
|
|
Workshop
|
|
Efficient Offline Policy Optimization with a Learned Model
Zichen Liu · Siyi Li · Wee Sun Lee · Shuicheng Yan · Zhongwen Xu
|
|
|
Workshop
|
|
Meta-Learning General-Purpose Learning Algorithms with Transformers
Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein
|
|
|
Poster
|
Wed 14:00
|
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
Fan Chen · Junyu Zhang · Zaiwen Wen
|
|
|
Workshop
|
|
Offline evaluation in RL: soft stability weighting to combine fitted Q-learning and model-based methods
Briton Park · Xian Wu · Bin Yu · Angela Zhou
|
|
|
Poster
|
|
Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination
Jiafei Lyu · Xiu Li · Zongqing Lu
|
|
|
Workshop
|
|
Domain Generalization for Robust Model-Based Offline RL
Alan Clark · Shoaib Siddiqui · Robert Kirk · Usman Anwar · Stephen Chung · David Krueger
|
|
|
Workshop
|
|
Domain Generalization for Robust Model-Based Offline Reinforcement Learning
Alan Clark · Shoaib Siddiqui · Robert Kirk · Usman Anwar · Stephen Chung · David Krueger
|
|
|
Poster
|
Tue 14:00
|
Near-Optimal Sample Complexity Bounds for Constrained MDPs
Sharan Vaswani · Lin Yang · Csaba Szepesvari
|
|
|
Poster
|
Wed 9:00
|
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
Shenao Zhang
|
|
|
Poster
|
Wed 14:00
|
Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm
Ashish K Jayant · Shalabh Bhatnagar
|
|
|
Panel
|
Thu 10:45
|
Panel 5A-4: Uni[MASK]: Unified Inference… & Model-Based Offline Reinforcement…
Kaiyang Guo · Micah Carroll
|
|
