Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming

Supriyo Ghosh, Laura Wynter, Shiau Hong Lim +1

We propose a framework, called neural-progressive hedging (NP), that leverages stochastic programming during the online phase of executing a reinforcement learning (RL) policy. The…