Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation

Yao Yao, Li Xiao, Zhicheng An +2

Model-based deep reinforcement learning has achieved success in various domains that require high sample efficiencies, such as Go and robotics. However, there are some remaining is…