Retry Policy Gradients in Continuous Action Spaces

Soichiro Nishimori, Paavo Parmas

Retry-based objectives such as pass@K and max@K optimize the best return obtained from multiple sampled trajectories, and recent work has shown that they can promote exploration wi…