Serdar Yüksel

5 papers · 2022–2026 · 2 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 (10) 🏆 Keyword Champion (2)

Venues

JMLR (4) NeurIPS (1)

Top co-authors

Ali Kara (2) Bora Yongacoglu (2) Gürdal Arslan (2) Ali D. Kara (1) Lacra Pavel (1) Naci Saldi (1)

Research topics

Reinforcement Learning (4) Methods (3) Artificial Intelligence (2) Machine Learning (2) Mathematics & Optimization (2) Applications (2) Core AI (2) Learning Types (2) Optimization (2)

Keywords

multi-agent system (2) partially observed markov decision process (2) markov decision process (2) approximation error (1) continuous state space (1) partial observation (1) mean field game (1) decentralized learning (1) average cost (1) independent learning (1) weak continuity (1) subjective equilibrium (1) memoryless stationary policy (1) belief markov decision process (1) filter stability (1) finite-memory policy (1) strategic dynamics (1) game theory (1) state quantization (1) convergence analysis (1)

Papers

Approximations and Learning for Continuous State and Action MDPs under Average Cost Criteria JMLR 2026 Mean-Field Games With Finitely Many Players: Independent Learning and Subjectivity JMLR 2024 Paths to Equilibrium in Games NeurIPS 2024 Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity JMLR 2023 Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes JMLR 2022