Reusing Trajectories in Policy Gradients Enables Fast Convergence

Alessandro Montenegro, Federico Mansutti, Marco Mussi +2

Policy gradient (PG) methods are a class of effective reinforcement learning algorithms, particularly when dealing with continuous control problems. They rely on fresh on-policy da…