"q-learning algorithms" Papers

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Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition

Zhong Zheng, Haochen Zhang, Lingzhou Xue

ICLR 2025arXiv:2410.07574
9
citations

Simplifying Deep Temporal Difference Learning

Matteo Gallici, Mattie Fellows, Benjamin Ellis et al.

ICLR 2025oralarXiv:2407.04811
56
citations

Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices

Jiin Woo, Laixi Shi, Gauri Joshi et al.

ICML 2024arXiv:2402.05876
9
citations

Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge

Meshal Alharbi, Mardavij Roozbehani, Munther Dahleh

AAAI 2024paperarXiv:2312.12558
4
citations