Self-Confirming Transformer for Locally Consistent Online Adaptation in Multi-Agent Reinforcement Learning

no code implementations • 6 Oct 2023 • Tao Li, Juan Guevara, Xinghong Xie, Quanyan Zhu

In the multi-agent RL (MARL) setting, this distribution shift may arise from the nonstationary opponents (exogenous agents beyond control) in the online testing who display distinct behaviors from those recorded in the offline dataset.

Multi-agent Reinforcement Learning Offline RL +1