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Picture for Enrique Munoz de Cote

Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning

Oct 23, 2021
Sergio Valcarcel Macua, Ian Davies, Aleksi Tukiainen, Enrique Munoz de Cote

* The Knowledge Engineering Review, 36, E6 (2021) 
* 27 pages, 8 figures 

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Compatible features for Monotonic Policy Improvement

Oct 30, 2019
Marcin B. Tomczak, Sergio Valcarcel Macua, Enrique Munoz de Cote, Peter Vrancx

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Adaptive Sensor Placement for Continuous Spaces

May 16, 2019
James A Grant, Alexis Boukouvalas, Ryan-Rhys Griffiths, David S Leslie, Sattar Vakili, Enrique Munoz de Cote

* 13 pages, accepted to ICML 2019 

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Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning

Apr 22, 2018
Sergio Valcarcel Macua, Aleksi Tukiainen, Daniel García-Ocaña Hernández, David Baldazo, Enrique Munoz de Cote, Santiago Zazo

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A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity

Jul 28, 2017
Pablo Hernandez-Leal, Michael Kaisers, Tim Baarslag, Enrique Munoz de Cote

* 64 pages, 7 figures. Under review since November 2016 

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Automated Planning in Repeated Adversarial Games

Mar 15, 2012
Enrique Munoz de Cote, Archie C. Chapman, Adam M. Sykulski, Nicholas R. Jennings

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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