conftrace_

near-optimal regret

3 papers

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Co-occurring keywords · papers mentioning both

hedging scheme (1) q-functions ensemble (1) regret benchmarks (1) relaxed environments (1) constrained markov decision processes (1) cmdp (1) aggregate bandit feedback (1) randomization technique (1) sequential interaction (1) decentralized learning (1)

Papers

Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling ICML 2024 Impact of Decentralized Learning on Player Utilities in Stackelberg Games ICML 2024 Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback ICML 2024