SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks

Hyunwoo Park, Baekryun Seong, Sang-Ki Ko

In cooperative multi-agent reinforcement learning (MARL), the permutation problem where the state space grows exponentially with the number of agents reduces sample efficiency. Add…