conftrace_

epsilon-optimal policy

5 papers

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Co-occurring keywords · papers mentioning both

sample complexity (5) generative model (2) finite horizon (1) confounders (1) knowledge transportability (1) constrained rl (1) hitting time (1) target network (1) information asymmetry (1) average-reward mdp (1)

Papers

The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability ICML 2025 A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs ICML 2024 Reaching Goals is Hard: Settling the Sample Complexity of the Stochastic Shortest Path ALT 2023 Towards Tight Bounds on the Sample Complexity of Average-reward MDPs ICML 2021 Periodic Q-Learning L4DC 2020