A Dynamic Penalty Function Approach for Constraints-Handling in Reinforcement Learning

Haeun Yoo, Victor M. Zavala, Jay H. Lee

Reinforcement learning (RL) is attracting attention as an effective way to solve sequential optimization problems that involve high dimensional state/action space and stochastic un…