Proactive Constrained Policy Optimization with Preemptive Penalty

Ning Yang, Pengyu Wang, Guoqing Liu +3

Safe Reinforcement Learning (RL) often faces significant issues such as constraint violations and instability, necessitating the use of constrained policy optimization, which seeks…