Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning

Mingqi Yuan, Mon-on Pun, Dong Wang +2

Maintaining the long-term exploration capability of the agent remains one of the critical challenges in deep reinforcement learning. A representative solution is to leverage reward…