Evolving Rewards to Automate Reinforcement Learning

Aleksandra Faust, Anthony Francis, Dar Mehta

Many continuous control tasks have easily formulated objectives, yet using them directly as a reward in reinforcement learning (RL) leads to suboptimal policies. Therefore, many cl…