4 citations · 9 across the 6 of their papers we have counts for
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cs.LG2019★ 4 cited
Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes
Arghyadip Roy, Vivek Borkar, Abhay Karandikar +1
To overcome the curses of dimensionality and modeling of Dynamic Programming (DP) methods to solve Markov Decision Process (MDP) problems, Reinforcement Learning (RL) methods are a…
cs.LG2018
A Structure-aware Online Learning Algorithm for Markov Decision Processes
Arghyadip Roy, Vivek Borkar, Abhay Karandikar +1
To overcome the curse of dimensionality and curse of modeling in Dynamic Programming (DP) methods for solving classical Markov Decision Process (MDP) problems, Reinforcement Learni…