Batuhan Yardim
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
nash equilibrium
(3)
sample complexity
(3)
mean field game
(3)
temporal difference learning
(1)
policy optimization
(1)
policy gradient
(1)
function approximation
(1)
optimal transport
(1)
multi-agent learning
(1)
continuous control
(1)
maximum likelihood estimation
(1)
eluder dimension
(1)
statistical efficiency
(1)
mean-field reinforcement learning
(1)
trust region policy optimization
(1)
policy mirror ascent
(1)
multi-agent system
(1)
model-based function approximation
(1)
wasserstein distance
(1)
approximate symmetry
(1)
Papers
Exploiting Approximate Symmetry for Efficient Multi-Agent Reinforcement Learning
L4DC 2025
On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation
AISTATS 2024
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games
ICML 2023
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
NeurIPS 2022