Dong Yan

Reward Shaping via Meta-Learning

2019 · arXiv (Cornell University)

Reward shaping is one of the most effective methods to tackle the crucial yet challenging problem of credit assignment in Reinforcement Learning (RL). However, designing shaping functions usually requires much expert knowledge and hand-engineering, and …