Batuhan Yardim
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
AISTATS (1)
ICML (1)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
sample complexity
(2)
nash equilibrium
(2)
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 game
(1)
mean-field game
(1)
mean-field reinforcement learning
(1)
trust region policy optimization
(1)
policy mirror ascent
(1)
multi-agent system
(1)
wasserstein distance
(1)
model-based function approximation
(1)
reinforcement learning
(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
NIPS 2022