Adaptive TD-Lambda for Cooperative Multi-agent Reinforcement Learning

Yue Deng, Zirui Wang, Yin Zhang

TD($\lambda$) in value-based MARL algorithms or the Temporal Difference critic learning in Actor-Critic-based (AC-based) algorithms synergistically integrate elements from Monte-Carlo si…