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conftrace_

discounted markov decision process

4 papers

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Also known as

DMDP

Co-occurring keywords · papers mentioning both

sample complexity (2) best-policy identification (1) policy estimation (1) exact optimization (1) optimal sample allocation (1) approximate optimal value (1) strongly polynomial time (1) average-reward reinforcement learning (1) optimistic value iteration (1) linear markov decision process (1)

Papers

Randomization for Faster Exact Optimization of Discounted Markov Decision Processes COLT 2026 Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs AISTATS 2025 Replicability in Reinforcement Learning NeurIPS 2023 Adaptive Sampling for Best Policy Identification in Markov Decision Processes ICML 2021