On-Policy Trust Region Policy Optimisation with Replay Buffers

Dmitry Kangin, Nicolas Pugeault

Building upon the recent success of deep reinforcement learning methods, we investigate the possibility of on-policy reinforcement learning improvement by reusing the data from sev…