PPO-EAL: Exact Augmented Lagrangian Proximal Policy Optimization for Safe Robotic Control

Jiatao Ding, Songqun Gao, Andrea Del Prete +1

Reinforcement learning (RL) has emerged as a promising solution to accomplish complex robotic control tasks; however, most of the current work ignores the safety requirements. Safe…