Safety-guaranteed Reinforcement Learning based on Multi-class Support Vector Machine

Kwangyeon Kim, Akshita Gupta, Hong-Cheol Choi +1

Several works have addressed the problem of incorporating constraints in the reinforcement learning (RL) framework, however majority of them can only guarantee the satisfaction of…