07:15
–
10:15
Tutorial
Statistical Foundations of Reinforcement Learning
Akshay Krishnamurthy, Wen Sun
All times are in MDT (UTC -6)
Thursday, August 5, 2021
Monday, August 16, 2021
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11:20 – 11:25 Talk session
Statistical Query Algorithms and Low Degree Tests Are Almost Equivalent
Tuesday, August 17, 2021
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11:10 – 11:35 Talk session
Towards a Dimension-Free Understanding of Adaptive Linear Control
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11:35 – 11:55 Talk session
Corruption-robust exploration in episodic reinforcement learning
Thursday, August 19, 2021
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09:50 – 10:15 Talk session
Kernel Thinning
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11:10 – 11:35 Talk session
Adaptive Discretization for Adversarial Lipschitz Bandits
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11:40 – 11:55 Talk session
Cautiously Optimistic Policy Optimization and Exploration with Linear Function Approximation