27 citations · 85 across the 14 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
math.PR2017
Geometric Ergodicity in a Weighted Sobolev Space
Adithya Devraj, Ioannis Kontoyiannis, Sean Meyn
For a discrete-time Markov chain evolving on with transition kernel , natural, general conditions are developed under which the following are established:…
eess.SY2017★ 27 cited
Fastest Convergence for Q-learning
Adithya M. Devraj, Sean P. Meyn
The Zap Q-learning algorithm introduced in this paper is an improvement of Watkins' original algorithm and recent competitors in several respects. It is a matrix-gain algorithm des…