Efficient Exploration Using Extra Safety Budget in Constrained Policy Optimization

Haotian Xu, Shengjie Wang, Zhaolei Wang +4

Reinforcement learning (RL) has achieved promising results on most robotic control tasks. Safety of learning-based controllers is an essential notion of ensuring the effectiveness…