Simple Policy Optimization

Zhengpeng Xie, Qiang Zhang, Fan Yang +2

Model-free reinforcement learning algorithms have seen remarkable progress, but key challenges remain. Trust Region Policy Optimization (TRPO) is known for ensuring monotonic polic…