ICML 2024 "thompson sampling" Papers

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$\mathtt{VITS}$ : Variational Inference Thompson Sampling for contextual bandits

Pierre Clavier, Tom Huix, Alain Oliviero Durmus

ICML 2024poster

A Bayesian Approach to Online Planning

Nir Greshler, David Ben Eli, Carmel Rabinovitz et al.

ICML 2024posterarXiv:2406.02103

Efficient Exploration for LLMs

Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao et al.

ICML 2024posterarXiv:2402.00396

Feel-Good Thompson Sampling for Contextual Dueling Bandits

Xuheng Li, Heyang Zhao, Quanquan Gu

ICML 2024poster

Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds

Shion Takeno, Yu Inatsu, Masayuki Karasuyama et al.

ICML 2024posterarXiv:2311.03760

ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages

Andrew Jesson, Christopher Lu, Gunshi Gupta et al.

ICML 2024posterarXiv:2306.01460

Two-sided Competing Matching Recommendation Markets With Quota and Complementary Preferences Constraints

Yuantong Li, Guang Cheng, Xiaowu Dai

ICML 2024posterarXiv:2301.10230