MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning

Wanpeng Zhang, Xi Xiao, Yao Yao +2

Model-based reinforcement learning is a widely accepted solution for solving excessive sample demands. However, the predictions of the dynamics models are often not accurate enough…