Memory-State Critic for Asymmetric Actor-Critic with Application to Vision-Based Pursuit-Evasion

Arthur Louette, Alejandro Sánchez Roncero, Gaspard Lambrechts +4

In partially observable Markov decision processes, the optimal policy generally depends on the history of observations and past actions. Asymmetric actor-critic methods have become…