Batuhan Yardim

According to our database, Batuhan Yardim authored at least 4 papers between 2022 and 2024.

Collaborative distances:

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

2024

When is Mean-Field Reinforcement Learning Tractable and Relevant?

Batuhan Yardim, Artur Goldman, Niao He

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation.

Jiawei Huang, Batuhan Yardim, Niao He

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games.

Batuhan Yardim, Semih Cayci, Matthieu Geist, Niao He

Proceedings of the International Conference on Machine Learning, 2023

2022

Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions.

Antonio Terpin, Nicolas Lanzetti, Batuhan Yardim, Florian Dörfler, Giorgia Ramponi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022