Evolving Pareto-Optimal Actor-Critic Algorithms for Generalizability and Stability

Juan Jose Garau-Luis, Yingjie Miao, John D. Co-Reyes +4

Generalizability and stability are two key objectives for operating reinforcement learning (RL) agents in the real world. Designing RL algorithms that optimize these objectives can…