Safe reinforcement learning using risk mapping by similarity
Serrano-Cuevas, Jonathan, Morales, Eduardo F, Hernández-Leal, Pablo
Published in Adaptive behavior (01.08.2020)
Published in Adaptive behavior (01.08.2020)
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Journal Article
InstanceRank based on borders for instance selection
Hernandez-Leal, Pablo, Carrasco-Ochoa, J. Ariel, Martínez-Trinidad, J.Fco, Olvera-Lopez, J. Arturo
Published in Pattern recognition (01.01.2013)
Published in Pattern recognition (01.01.2013)
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Journal Article
A survey and critique of multiagent deep reinforcement learning
Hernandez-Leal, Pablo, Kartal, Bilal, Taylor, Matthew E.
Published in Autonomous agents and multi-agent systems (01.11.2019)
Published in Autonomous agents and multi-agent systems (01.11.2019)
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Journal Article
Local Energy Markets: Paving the Path Toward Fully Transactive Energy Systems
Lezama, Fernando, Soares, Joao, Hernandez-Leal, Pablo, Kaisers, Michael, Pinto, Tiago, Vale, Zita
Published in IEEE transactions on power systems (01.09.2019)
Published in IEEE transactions on power systems (01.09.2019)
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Journal Article
Stress modelling and prediction in presence of scarce data
Maxhuni, Alban, Hernandez-Leal, Pablo, Sucar, L. Enrique, Osmani, Venet, Morales, Eduardo F., Mayora, Oscar
Published in Journal of biomedical informatics (01.10.2016)
Published in Journal of biomedical informatics (01.10.2016)
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Journal Article
Efficiently detecting switches against non-stationary opponents
Hernandez-Leal, Pablo, Zhan, Yusen, Taylor, Matthew E., Sucar, L. Enrique, Munoz de Cote, Enrique
Published in Autonomous agents and multi-agent systems (01.07.2017)
Published in Autonomous agents and multi-agent systems (01.07.2017)
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Journal Article
An exploration strategy for non-stationary opponents
Hernandez-Leal, Pablo, Zhan, Yusen, Taylor, Matthew E., Sucar, L. Enrique, Munoz de Cote, Enrique
Published in Autonomous agents and multi-agent systems (01.09.2017)
Published in Autonomous agents and multi-agent systems (01.09.2017)
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Journal Article
Learning temporal nodes Bayesian networks
Hernandez-Leal, Pablo, Gonzalez, Jesus A., Morales, Eduardo F., Enrique Sucar, L.
Published in International journal of approximate reasoning (01.10.2013)
Published in International journal of approximate reasoning (01.10.2013)
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Journal Article
A framework for learning and planning against switching strategies in repeated games
Hernandez-Leal, Pablo, Munoz de Cote, Enrique, Sucar, L. Enrique
Published in Connection science (03.04.2014)
Published in Connection science (03.04.2014)
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Journal Article
Discovering human immunodeficiency virus mutational pathways using temporal Bayesian networks: Probabilistic Problem Solving in Biomedicine
HERNANDEZ-LEAL, Pablo, RIOS-FLORES, Alma, AVILA-RIOS, Santiago, REYES-TERAN, Gustavo, GONZALEZ, Jesus A, FIEDLER-CAMERAS, Lindsey, ORIHUELA-ESPINA, Felipe, MORALES, Eduardo F, ENRIQUE SUCAR, L
Published in Artificial intelligence in medicine (2013)
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Published in Artificial intelligence in medicine (2013)
Journal Article
Discovering human immunodeficiency virus mutational pathways using temporal Bayesian networks
Hernandez-Leal, Pablo, Rios-Flores, Alma, Ávila-Rios, Santiago, Reyes-Terán, Gustavo, Gonzalez, Jesus A, Fiedler-Cameras, Lindsey, Orihuela-Espina, Felipe, Morales, Eduardo F, Sucar, L. Enrique
Published in Artificial intelligence in medicine (01.03.2013)
Published in Artificial intelligence in medicine (01.03.2013)
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Journal Article