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cs.LG2017★ 1 cited
MOLTE: a Modular Optimal Learning Testing Environment
Yingfei Wang, Warren Powell
We address the relative paucity of empirical testing of learning algorithms (of any type) by introducing a new public-domain, Modular, Optimal Learning Testing Environment (MOLTE)…
cs.LG2016
Finite-time Analysis for the Knowledge-Gradient Policy
Yingfei Wang, Warren Powell
We consider sequential decision problems in which we adaptively choose one of finitely many alternatives and observe a stochastic reward. We offer a new perspective of interpreting…