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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 Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments
Liyu Chen · Haipeng Luo
Poster
Tue 14:00 Near-Optimal Collaborative Learning in Bandits
Clémence Réda · Sattar Vakili · Emilie Kaufmann
Poster
Wed 14:00 Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin · Tal Lancewicki · Haipeng Luo · Yishay Mansour · Aviv Rosenberg
Poster
Wed 9:00 Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
Guillaume Huguet · Daniel Sumner Magruder · Alexander Tong · Oluwadamilola Fasina · Manik Kuchroo · Guy Wolf · Smita Krishnaswamy
Poster
Thu 14:00 Near-Optimal Multi-Agent Learning for Safe Coverage Control
Manish Prajapat · Matteo Turchetta · Melanie Zeilinger · Andreas Krause
Panel
Tue 9:15 Panel 1B-1: Online Minimax Multiobjective… & Minimax-Optimal Multi-Agent RL…
Gen Li · Georgy Noarov
Poster
Misspecified Phase Retrieval with Generative Priors
Zhaoqiang Liu · Xinshao Wang · Jiulong Liu
Poster
Thu 9:00 Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update
Georgios Piliouras · Ryann Sim · Stratis Skoulakis
Poster
Tue 14:00 Near-Optimal Sample Complexity Bounds for Constrained MDPs
Sharan Vaswani · Lin Yang · Csaba Szepesvari
Poster
Thu 14:00 Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
Adam Block · Max Simchowitz
Poster
Wed 14:00 Rate-Optimal Online Convex Optimization in Adaptive Linear Control
Asaf Benjamin Cassel · Alon Peled-Cohen · Tomer Koren