Knowledge-Guided Exploration in Deep Reinforcement Learning

no code implementations • 26 Oct 2022 • Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li

This paper proposes a new method to drastically speed up deep reinforcement learning (deep RL) training for problems that have the property of state-action permissibility (SAP).

reinforcement-learning Reinforcement Learning (RL)

Guided Exploration in Deep Reinforcement Learning

no code implementations • 27 Sep 2018 • Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li, Yongbing Huang

This paper proposes a new method to drastically speed up deep reinforcement learning (deep RL) training for problems that have the property of \textit{state-action permissibility} (SAP).

reinforcement-learning Reinforcement Learning (RL)