Paper "contextual bandits" Papers

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BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale

Randy Ardywibowo, Rakesh Sunki, Shin Tsz Lucy Kuo et al.

AAAI 2025paperarXiv:2410.02126

LLMs Are In-Context Bandit Reinforcement Learners

Giovanni Monea, Antoine Bosselut, Kianté Brantley et al.

COLM 2025paperarXiv:2410.05362
12
citations

Neural Combinatorial Clustered Bandits for Recommendation Systems

Baran Atalar, Carlee Joe-Wong

AAAI 2025paperarXiv:2410.14586
3
citations

Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users

Hantao Yang, Xutong Liu, Zhiyong Wang et al.

AAAI 2024paperarXiv:2402.16312
9
citations