Evolutionary Bilevel Reward Shaping for Generalization in Reinforcement Learning

Ekasit Usaratniwart, Xilin Gao, Marc Ong +1

Reinforcement learning (RL) often suffers from performance degradation when deployed in environments that differ from those encountered during training. Existing techniques such as…