Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning

Tianmeng Hu, Yongzheng Cui, Rui Tang +2

Value decomposition is a central approach in multi-agent reinforcement learning (MARL), enabling centralized training with decentralized execution by factorizing the global value f…