Reward Constrained Policy Optimization

Chen Tessler, Daniel J. Mankowitz, Shie Mannor

Solving tasks in Reinforcement Learning is no easy feat. As the goal of the agent is to maximize the accumulated reward, it often learns to exploit loopholes and misspecifications…