5k citations · 9.8k across the 18 of their papers we have counts for
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cs.LG2018★ 77 cited
Bayesian Optimization in AlphaGo
Yutian Chen, Aja Huang, Ziyu Wang +4
During the development of AlphaGo, its many hyper-parameters were tuned with Bayesian optimization multiple times. This automatic tuning process resulted in substantial improvement…
cs.AI2018★ 26 cited
Learning to Search with MCTSnets
Arthur Guez, Théophane Weber, Ioannis Antonoglou +5
Planning problems are among the most important and well-studied problems in artificial intelligence. They are most typically solved by tree search algorithms that simulate ahead in…