Batuhan Yardim

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Function Approximation

Reinforcement Learning

Levenberg Marquardt

Top Venues

Publications

Batuhan Yardim, Artur Goldman, Niao He
When is Mean-Field Reinforcement Learning Tractable and Relevant? CoRR (2024)
Jiawei Huang, Batuhan Yardim, Niao He
On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation. AISTATS (2024)
Batuhan Yardim, Artur Goldman, Niao He
When is Mean-Field Reinforcement Learning Tractable and Relevant? AAMAS (2024)
Batuhan Yardim, Semih Cayci, Matthieu Geist, Niao He
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games. ICML (2023)
Jiawei Huang, Batuhan Yardim, Niao He
On the Statistical Efficiency of Mean Field Reinforcement Learning with General Function Approximation. CoRR (2023)
Batuhan Yardim, Semih Cayci, Matthieu Geist, Niao He
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games. CoRR (2022)
Antonio Terpin, Nicolas Lanzetti, Batuhan Yardim, Florian Dörfler, Giorgia Ramponi
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions. NeurIPS (2022)
Antonio Terpin, Nicolas Lanzetti, Batuhan Yardim, Florian Dörfler, Giorgia Ramponi
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions. CoRR (2022)