Christian Fabian

6 papers · 2023–2025 · 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 (11) 🏆 Keyword Champion (3)

Venues

ICLR (2) ICML (2) AAAI (1) AISTATS (1)

Top co-authors

Heinz Koeppl (6) Kai Cui (6) Yannick Eich (1) Sascha H. Hauck (1) Anam Tahir (1)

Research topics

Reinforcement Learning (5) Methods (5) Machine Learning (4) Artificial Intelligence (3) Core AI (3) Learning Types (3) Mathematics & Optimization (2) Optimization (2) Applications (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

sparse graph (3) mean-field control (3) mean field game (3) multi-agent reinforcement learning (3) policy gradient (2) power law graph (2) stationary policies (1) convergence guarantee (1) quantal response equilibrium (1) collective behavior (1) sparse network (1) graphon mean field game (1) fictitious play (1) kernel methods (1) graph neural network (1) finite first moment (1) graphon (1) local weak convergence (1) marl (1) dynamic programming principle (1)

Papers

Bounded Rationality Equilibrium Learning in Mean Field Games AAAI 2025 Learning Mean Field Control on Sparse Graphs ICML 2025 Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior ICLR 2024 Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach ICLR 2024 Major-Minor Mean Field Multi-Agent Reinforcement Learning ICML 2024 Learning Sparse Graphon Mean Field Games AISTATS 2023