"bayesian regret bounds" Papers

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Bayesian Analysis of Combinatorial Gaussian Process Bandits

Jack Sandberg, Niklas Åkerblom, Morteza Haghir Chehreghani

ICLR 2025arXiv:2312.12676
2
citations

Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling

Danil Provodin, Maurits Kaptein, Mykola Pechenizkiy

ICML 2024arXiv:2405.19017