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20072026
most citedModel-Free Linear Quadratic Control via Reduction to Expert Prediction

47 citations · 327 across the 38 of their papers we have counts for

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math.OC2019★ 7 cited

Large-Scale Markov Decision Problems via the Linear Programming Dual

Yasin Abbasi-Yadkori, Peter L. Bartlett, Xi Chen +1

We consider the problem of controlling a fully specified Markov decision process (MDP), also known as the planning problem, when the state space is very large and calculating the o…

math.OC2014★ 32 cited

Linear Programming for Large-Scale Markov Decision Problems

Yasin Abbasi-Yadkori, Peter L. Bartlett, Alan Malek

We consider the problem of controlling a Markov decision process (MDP) with a large state space, so as to minimize average cost. Since it is intractable to compete with the optimal…