DVF:Multi-agent Q-learning with difference value factorization

Anqi Huang, Yongli Wang, Jianghui Sang, Xiaoli Wang, Yupeng Wang

Abstract: Highlights•We transforms the IGM principle into a new form DVF-IGM.•We employ a centralized evaluator to enhance expressiveness.•We can maintain IGM consistency in non-monotonic payoff settings.