Influence-Salient Coordination Shaping for Scalable Cooperative MARL
Influence-Salient Coordination Shaping (ISCS) is a research project on cooperative multi-agent reinforcement learning (MARL), focused on helping learning-based agents develop stronger interaction-driven coordination. In many cooperative tasks, agents must do more than independently maximize a shared reward: they need to create opportunities for teammates, respond to each other’s actions, and stabilize useful coordination patterns over time.