Xue Sui

Deep Hierarchical Communication Graph in Multi-Agent Reinforcement Learning

Sharing intentions is crucial for efficient cooperation in communication-enabled multi-agent reinforcement learning. Recent work applies static or undirected graphs to determine the order of interaction. However, the static graph is not general for complex cooperative tasks, and the parallel message…