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bias span

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markov decision process (2) weakly communicating mdp (1) iterates (1) average-reward mdp (1) saddle point (1) gradient noise (1) regret bound (1) stochastic process (1) optimal policy (1) sample complexity (1)

Papers

Dealing With Unbounded Gradients in Stochastic Saddle-point Optimization ICML 2024 Finding good policies in average-reward Markov Decision Processes without prior knowledge NeurIPS 2024 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018