2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.AI2018★ 2 cited
A Cross Entropy based Optimization Algorithm with Global Convergence Guarantees
Ajin George Joseph, Shalabh Bhatnagar
The cross entropy (CE) method is a model based search method to solve optimization problems where the objective function has minimal structure. The Monte-Carlo version of the CE me…
cs.AI2018
An Incremental Off-policy Search in a Model-free Markov Decision Process Using a Single Sample Path
Ajin George Joseph, Shalabh Bhatnagar
In this paper, we consider a modified version of the control problem in a model free Markov decision process (MDP) setting with large state and action spaces. The control problem m…