27 citations · 206 across the 63 of their papers we have counts for
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math.OC2013★ 1 cited
Empirical Dynamic Programming
William B. Haskell, Rahul Jain, Dileep Kalathil
We propose empirical dynamic programming algorithms for Markov decision processes (MDPs). In these algorithms, the exact expectation in the Bellman operator in classical value iter…
math.OC2013
Optimal Decentralized Control with Asymmetric One-Step Delayed Information Sharing
Naumaan Nayyar, Dileep Kalathil, Rahul Jain
We consider optimal control of decentralized LQG problems for plants controlled by two players having asymmetric information sharing patterns between them. In one scenario, players…