1 citations · 2 across the 3 of their papers we have counts for
3 papers
Don't overfit the history -- Recursive time series data augmentation
Amine Mohamed Aboussalah, Min-Jae Kwon, Raj G Patel +2
Time series observations can be seen as realizations of an underlying dynamical system governed by rules that we typically do not know. For time series learning tasks, we need to u…
Acceleration Operators in the Value Iteration Algorithms for Average Reward Markov Decision Processes
Oleksandr Shlakhter, Chi-Guhn Lee
One of the most widely used methods for solving average cost MDP problems is the value iteration method. This method, however, is often computationally impractical and restricted i…
Acceleration Operators in the Value Iteration Algorithms for Markov Decision Processes
Oleksandr Shlakhter, Chi-Guhn Lee, Dmitry Khmelev +1
We study the general approach to accelerating the convergence of the most widely used solution method of Markov decision processes with the total expected discounted reward. Inspir…