3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 3 cited
Pretrain Soft Q-Learning with Imperfect Demonstrations
Xiaoqin Zhang, Yunfei Li, Huimin Ma +1
Pretraining reinforcement learning methods with demonstrations has been an important concept in the study of reinforcement learning since a large amount of computing power is spent…
cs.AI2018
Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations
Xiaoqin Zhang, Huimin Ma
Pretraining with expert demonstrations have been found useful in speeding up the training process of deep reinforcement learning algorithms since less online simulation data is req…