Natural Actor-Critic Converges Globally for Hierarchical Linear Quadratic Regulator

Yuwei Luo, Zhuoran Yang, Zhaoran Wang +1

Multi-agent reinforcement learning has been successfully applied to a number of challenging problems. Despite these empirical successes, theoretical understanding of different algo…