Scalable spectral representations for multi-agent reinforcement learning in network MDPs

Zhaolin Ren, Runyu Zhang, Bo Dai +1

Network Markov Decision Processes (MDPs), a popular model for multi-agent control, pose a significant challenge to efficient learning due to the exponential growth of the global st…