Lisa Kreusser

Factored Value Functions for Graph-Based Multi-Agent Reinforcement Learning

Credit assignment is a core challenge in multi-agent reinforcement learning (MARL), especially in large-scale systems with structured, local interactions. Graph-based Markov decision processes (GMDPs) capture such settings via an influence graph, but standard critics are poorly aligned with this str…