The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in
Medical Decision Making

The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making

29 May 2018

Matthieu Komorowski

Papers citing "The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making"

8 / 8 papers shown

Title
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units Niranjani Prasad Li-Fang Cheng C. Chivers Michael Draugelis Barbara E. Engelhardt OffRL 40 165 0 20 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 555 10,726 0 19 Feb 2017
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning Philip S. Thomas Emma Brunskill OffRL 225 573 0 04 Apr 2016
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning Nan Jiang Lihong Li OffRL 136 621 0 11 Nov 2015
Approximate Planning for Factored POMDPs using Belief State Simplification David A. McAllester Satinder Singh 51 95 0 23 Jan 2013
Heuristic Search Value Iteration for POMDPs Trey Smith R. Simmons 82 545 0 11 Jul 2012
Value-Function Approximations for Partially Observable Markov Decision Processes M. Hauskrecht 77 226 0 01 Jun 2011
A Bayesian View of the Poisson-Dirichlet Process Wray Buntine Marcus Hutter 70 76 0 02 Jul 2010