07:15 – 10:15 Tutorial Statistical Foundations of Reinforcement Learning Akshay Krishnamurthy, Wen Sun
11:20 – 11:25 Talk session Statistical Query Algorithms and Low Degree Tests Are Almost Equivalent Related Publications Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Matthew Brennan, Guy Bresler, Samuel B. Hopkins, Jerry Li, Tselil Schramm
11:10 – 11:35 Talk session Towards a Dimension-Free Understanding of Adaptive Linear Control Related Publications Towards a Dimension-Free Understanding of Adaptive Linear Control Juan C. Perdomo, Max Simchowitz, Alekh Agarwal, Peter L. Bartlett
11:35 – 11:55 Talk session Corruption-robust exploration in episodic reinforcement learning Related Publications Corruption Robust Exploration in Episodic Reinforcement Learning Thodoris Lykouris, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
09:50 – 10:15 Talk session Kernel Thinning Related Publications Kernel Thinning Raaz Dwivedi, Lester Mackey
11:10 – 11:35 Talk session Adaptive Discretization for Adversarial Lipschitz Bandits Related Publications Adaptive Discretization for Adversarial Lipschitz Bandits Chara Podimata, Aleksandrs Slivkins
11:40 – 11:55 Talk session Cautiously Optimistic Policy Optimization and Exploration with Linear Function Approximation Related Publications Cautiously Optimistic Policy Optimization and Exploration with Linear Function Approximation. Andrea Zanette, Ching-An Cheng, Alekh Agarwal