"online learning algorithms" Papers

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Learning to price with resource constraints: from full information to machine-learned prices

Ruicheng Ao, Jiashuo Jiang, David Simchi-Levi

NEURIPS 2025arXiv:2501.14155
3
citations

Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods

Wenzhi Gao, Chunlin Sun, Chenyu Xue et al.

ICML 2024arXiv:2402.07108
3
citations

Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning

Aditya A. Ramesh, Kenny Young, Louis Kirsch et al.

ICML 2024oralarXiv:2405.03878
2
citations