Christian Fabian

6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (6)

Conferences

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)

Keywords

mean field game (2) bounded rationality (1) equilibrium learning (1) online mirror descent (1) convergence guarantee (1) quantal response equilibrium (1) sparse network (1) graphon mean field game (1) power law graph (1) fictitious play (1) sparse graph (1) multi-agent reinforcement learning (1) graph neural network (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