8 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
Off-policy Reinforcement Learning with Optimistic Exploration and Distribution Correction
Jiachen Li, Shuo Cheng, Zhenyu Liao +3
Improving the sample efficiency of reinforcement learning algorithms requires effective exploration. Following the principle of (OFU)…
cs.LG2019★ 8 cited
Complete Dictionary Learning via -Norm Maximization over the Orthogonal Group
Yuexiang Zhai, Zitong Yang, Zhenyu Liao +2
This paper considers the fundamental problem of learning a complete (orthogonal) dictionary from samples of sparsely generated signals. Most existing methods solve the dictionary (…