40 Results

Poster	Wed 14:00	A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP Fan Chen · Junyu Zhang · Zaiwen Wen
Poster	Thu 14:00	Off-Policy Evaluation with Policy-Dependent Optimization Response Wenshuo Guo · Michael Jordan · Angela Zhou
Poster	Wed 9:00	Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification Takumi Tanabe · Rei Sato · Kazuto Fukuchi · Jun Sakuma · Youhei Akimoto
Poster	Wed 14:00	Mismatched No More: Joint Model-Policy Optimization for Model-Based RL Benjamin Eysenbach · Alexander Khazatsky · Sergey Levine · Russ Salakhutdinov
Poster		On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation Valentin Thomas
Poster	Wed 9:00	The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design Ruoyu Cheng · Xianglong Lyu · Yang Li · Junjie Ye · Jianye Hao · Junchi Yan
Workshop		Pareto-Optimal Diagnostic Policy Learning in Clinical Applications via Semi-Model-Based Deep Reinforcement Learning zheng Yu · Yikuan Li · Joseph Kim · Kaixuan Huang · Yuan Luo · Mengdi Wang
Workshop		Pareto-Optimal Diagnostic Policy Learning in Clinical Applications via Semi-Model-Based Deep Reinforcement Learning zheng Yu · Yikuan Li · Joseph Kim · Kaixuan Huang · Yuan Luo · Mengdi Wang
Poster	Tue 9:00	Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design Andrew Wagenmaker · Kevin Jamieson
Poster	Wed 9:00	DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs Khaled Nakhleh · I-Hong Hou
Poster		Supported Policy Optimization for Offline Reinforcement Learning Jialong Wu · Haixu Wu · Zihan Qiu · Jianmin Wang · Mingsheng Long
Poster		LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning Xi Chen · Ali Ghadirzadeh · Tianhe Yu · Jianhao Wang · Alex Yuan Gao · Wenzhe Li · Liang Bin · Chelsea Finn · Chongjie Zhang