47 citations · 327 across the 38 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014★ 8 cited
Online learning in MDPs with side information
Yasin Abbasi-Yadkori, Gergely Neu
We study online learning of finite Markov decision process (MDP) problems when a side information vector is available. The problem is motivated by applications such as clinical tri…
cs.LG2014★ 6 cited
Bayesian Optimal Control of Smoothly Parameterized Systems: The Lazy Posterior Sampling Algorithm
Yasin Abbasi-Yadkori, Csaba Szepesvari
We study Bayesian optimal control of a general class of smoothly parameterized Markov decision problems. Since computing the optimal control is computationally expensive, we design…