27 citations · 85 across the 14 of their papers we have counts for
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eess.SY2019★ 2 cited
Zap Q-Learning for Optimal Stopping Time Problems
Shuhang Chen, Adithya M. Devraj, Ana Bušić +1
The objective in this paper is to obtain fast converging reinforcement learning algorithms to approximate solutions to the problem of discounted cost optimal stopping in an irreduc…
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…
eess.SY2016
Differential TD Learning for Value Function Approximation
Adithya M. Devraj, Sean P. Meyn
Value functions arise as a component of algorithms as well as performance metrics in statistics and engineering applications. Computation of the associated Bellman equations is num…