Improving Reward-Conditioned Policies for Multi-Armed Bandits using Normalized Weight Functions

Kai Xu, Farid Tajaddodianfar, Ben Allison

Recently proposed reward-conditioned policies (RCPs) offer an appealing alternative in reinforcement learning. Compared with policy gradient methods, policy learning in RCPs is sim…