2024 "linear mdps" Papers

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A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs

Kihyuk Hong, Ambuj Tewari

ICML 2024posterarXiv:2402.04493

Imitation Learning in Discounted Linear MDPs without exploration assumptions

Luca Viano, EFSTRATIOS PANTELEIMON SKOULAKIS, Volkan Cevher

ICML 2024posterarXiv:2405.02181

Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback

Asaf Cassel, Haipeng Luo, Aviv Rosenberg et al.

ICML 2024posterarXiv:2405.07637

No-Regret Reinforcement Learning in Smooth MDPs

Davide Maran, Alberto Maria Metelli, Matteo Papini et al.

ICML 2024posterarXiv:2402.03792