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large action space (1) nonlinear function approximation (1) action space (1) optimistic exploration (1) posterior sampling (1) sample complexity (1) function approximation (1) reinforcement learning (1)

Papers

Non-Linear Reinforcement Learning in Large Action Spaces: Structural Conditions and Sample-efficiency of Posterior Sampling COLT 2022