Cold-Start Reinforcement Learning with Softmax Policy Gradient

Nan Ding, Radu Soricut

Policy-gradient approaches to reinforcement learning have two common and undesirable overhead procedures, namely warm-start training and sample variance reduction. In this paper, w…