Aya Kayal

According to our database, Aya Kayal authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Reinforcement Learning Using known Invariances.

Alexandru Cioba, Aya Kayal, Laura Toni, Sattar Vakili, Alberto Bernacchia

CoRR, November, 2025

The impact of intrinsic rewards on exploration in Reinforcement Learning.

Aya Kayal, Eduardo Pignatelli, Laura Toni

Neural Comput. Appl., July, 2025

Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds.

Aya Kayal, Sattar Vakili, Laura Toni, Da-shan Shiu, Alberto Bernacchia

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Near-Optimal Sample Complexity in Reward-Free Kernel-based Reinforcement Learning.

Aya Kayal, Sattar Vakili, Laura Toni, Alberto Bernacchia

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025