Sampled Policy Gradient for Learning to Play the Game Agar.io

Anton Orell Wiehe, Nil Stolt Ansó, Madalina M. Drugan +1

In this paper, a new offline actor-critic learning algorithm is introduced: Sampled Policy Gradient (SPG). SPG samples in the action space to calculate an approximated policy gradi…