27 citations · 206 across the 63 of their papers we have counts for
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math.OC2014
Empirical Q-Value Iteration
Dileep Kalathil, Vivek S. Borkar, Rahul Jain
We propose a new simple and natural algorithm for learning the optimal Q-value function of a discounted-cost Markov Decision Process (MDP) when the transition kernels are unknown.…
cs.LG2014
Approachability in Stackelberg Stochastic Games with Vector Costs
Dileep Kalathil, Vivek Borkar, Rahul Jain
The notion of approachability was introduced by Blackwell [1] in the context of vector-valued repeated games. The famous Blackwell's approachability theorem prescribes a strategy f…