conftrace_

constrained markov decision processes

2 papers

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Co-occurring keywords · papers mentioning both

cmdp (2) near-optimal regret (1) constraint violation (1) regret bound (1) regret (1) stochastic reward (1) posterior sampling (1) undiscounted setting (1) online learning (1)

Papers

Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling ICML 2024 Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints ICML 2024