97 citations · 333 across the 28 of their papers we have counts for
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cs.LG2016
Success Probability of Exploration: a Concrete Analysis of Learning Efficiency
Liangpeng Zhang, Ke Tang, Xin Yao
Exploration has been a crucial part of reinforcement learning, yet several important questions concerning exploration efficiency are still not answered satisfactorily by existing a…
cs.AI2016★ 97 cited
High-dimensional Black-box Optimization via Divide and Approximate Conquer
Peng Yang, Ke Tang, Xin Yao
Divide and Conquer (DC) is conceptually well suited to high-dimensional optimization by decomposing a problem into multiple small-scale sub-problems. However, appealing performance…