Kayal, Aya

3 publications

ICML 2025 Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds Aya Kayal, Sattar Vakili, Laura Toni, Da-Shan Shiu, Alberto Bernacchia

AISTATS 2025 Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning Aya Kayal, Sattar Vakili, Laura Toni, Alberto Bernacchia

NeurIPSW 2023 Does Behavioral Diversity in Intrinsic Rewards Help Exploration? Aya Kayal, Eduardo Pignatelli, Laura Toni