22 citations · 25 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 22 cited
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao Liu, Pieter Abbeel
Contrastive learning and supervised learning have both seen significant progress and success. However, thus far they have largely been treated as two separate objectives, brought t…
cs.LG2019★ 3 cited
Competitive Experience Replay
Hao Liu, Alexander Trott, Richard Socher +1
Deep learning has achieved remarkable successes in solving challenging reinforcement learning (RL) problems when dense reward function is provided. However, in sparse reward enviro…