Fast Reinforcement Learning with Large Action Sets using
Error-Correcting Output Codes for MDP Factorization

Fast Reinforcement Learning with Large Action Sets using Error-Correcting Output Codes for MDP Factorization

29 February 2012

Gabriel Dulac-Arnold

Ludovic Denoyer

Patrick Gallinari

Papers citing "Fast Reinforcement Learning with Large Action Sets using Error-Correcting Output Codes for MDP Factorization"

15 / 15 papers shown

Title
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 92 270 0 09 Jan 2025
Stochastic Q-learning for Large Discrete Action Spaces Fares Fourati Vaneet Aggarwal Mohamed-Slim Alouini OffRL 39 2 0 16 May 2024
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces F. Akkerman Julius Luy W. V. Heeswijk Maximilian Schiffer 34 1 0 31 May 2023
Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling Yuta Saito Qingyang Ren Thorsten Joachims CML OffRL 19 22 0 14 May 2023
Off-Policy Evaluation for Large Action Spaces via Embeddings Yuta Saito Thorsten Joachims OffRL 25 43 0 13 Feb 2022
Action Redundancy in Reinforcement Learning Nir Baram Guy Tennenholtz Shie Mannor 22 7 0 22 Feb 2021
Training a Resilient Q-Network against Observational Interference Chao-Han Huck Yang I-Te Danny Hung Ouyang Yi Pin-Yu Chen OOD 26 14 0 18 Feb 2021
I'm sorry Dave, I'm afraid I can't do that, Deep Q-learning from forbidden action Mathieu Seurin Philippe Preux Olivier Pietquin 16 12 0 04 Oct 2019
Neural Architecture Search in Embedding Space Chunmiao Liu 17 0 0 09 Sep 2019
Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning Emma Tosch Kaleigh Clary John Foley David D. Jensen OffRL 17 9 0 07 May 2019
Approximate Dynamic Programming with Neural Networks in Linear Discrete Action Spaces W. V. Heeswijk H. L. Poutré 18 9 0 26 Feb 2019
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 18 184 0 06 Sep 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control Yangchen Pan Amir-massoud Farahmand Martha White S. Nabi P. Grover D. Nikovski 38 18 0 13 Jun 2018
Deep Reinforcement Learning in Large Discrete Action Spaces Gabriel Dulac-Arnold Richard Evans H. V. Hasselt P. Sunehag Timothy Lillicrap Jonathan J. Hunt Timothy A. Mann T. Weber T. Degris Ben Coppin OffRL 9 565 0 24 Dec 2015
Rollout Sampling Approximate Policy Iteration Christos Dimitrakakis M. Lagoudakis OffRL 69 74 0 14 May 2008