Episodic Reinforcement Learning with Expanded State-reward Space

Dayang Liang, Yaru Zhang, Yunlong Liu

Empowered by deep neural networks, deep reinforcement learning (DRL) has demonstrated tremendous empirical successes in various domains, including games, health care, and autonomou…