2024 "value-based methods" Papers

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Augmenting Decision with Hypothesis in Reinforcement Learning

Nguyen Minh Quang, Hady Lauw

ICML 2024poster

In value-based deep reinforcement learning, a pruned network is a good network

Johan Obando Ceron, Aaron Courville, Pablo Samuel Castro

ICML 2024poster

Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback

Asaf Cassel, Haipeng Luo, Aviv Rosenberg et al.

ICML 2024poster