Hindsight Trust Region Policy Optimization

Hanbo Zhang, Site Bai, Xuguang Lan +2

Reinforcement Learning(RL) with sparse rewards is a major challenge. We propose \emph{Hindsight Trust Region Policy Optimization}(HTRPO), a new RL algorithm that extends the highly…