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cs.MA2026
Robust Mean-Field Games with Risk Aversion and Bounded Rationality
Bhavini Jeloka, Yue Guan, Panagiotis Tsiotras
Recent advances in mean-field game literature enable the reduction of large-scale multi-agent problems to tractable interactions between a representative agent and a population dis…
cs.MA2025
Learning Large-Scale Competitive Team Behaviors with Mean-Field Interactions
Bhavini Jeloka, Yue Guan, Panagiotis Tsiotras
While multi-agent reinforcement learning (MARL) has been proven effective across both collaborative and competitive tasks, existing algorithms often struggle to scale to large popu…