A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning. - Kai Cui 001; Anam Tahir; Gizem Ekinci; Ahmed Elshamanhory; Yannick Eich; Mengguang Li; Heinz Koeppl (CoRR, 2022)

Approximate Control for Continuous-Time POMDPs. - Yannick Eich; Bastian Alt; Heinz Koeppl (AISTATS, 2024)

Bounded Rationality Equilibrium Learning in Mean Field Games. - Yannick Eich; Christian Fabian 001; Kai Cui 001; Heinz Koeppl (AAAI, 2025)

Entropic Matching for Expectation Propagation of Markov Jump Processes. - Yannick Eich; Bastian Alt; Heinz Koeppl (AISTATS, 2025)