Publications

2018
[63] Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss (Ansel Rodriguez-Gonzalez, Fernando Lezama, Carlos A.Iglesias-Alvarez, José Fco.Martínez-Trinidad, Jesús A.Carrasco-Ochoa, Enrique Munoz de Cote), In Expert Systems With Applications, volume 26, 2018. [bibtex] [pdf] [doi]
[62] Decentralised Learning in Systems with Many, Many Strategic Agents (David Mguni, Joel Jennings, Enrique Munoz de Cote), In Thirty-Second AAAI Conference on Artificial Intelligence AAAI-18, 2018. [bibtex] [pdf] [cites]
2017
[61] Applications for future internet : International Summit (Enrique Sucar, Oscar Mayora, Enrique Munoz de Cote), (Enrique; Mayora Oscar; Munoz de Cote Enrique Sucar, ed.), Springer International Publishing, 2017. [bibtex] [pdf] [doi]
[60]Assessing Nitrogen Nutrition in Corn Crops with Airborne Multispectral Sensors (Elias Ruiz, Cecilia Gomez-Castaneda, Jaen Alberto Arroyo, Luis Enrique Sucar, Enrique Munoz de Cote, Gavi Francisco), In The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems (IEA/AIE), 2017. [bibtex]
[59] Differential Evolution Strategies for Large-Scale Energy Resource Management in Smart Grids (Fernando Lezama, Enrique Sucar, Joao Soares, Zita Vale, Enrique Munoz de Cote), In Genetic and Evolutionary Computation Conference GECCO, 2017. [bibtex] [pdf]
[58]Evolutionary Framework for Multi-Dimensional Signaling Method Applied to Energy Dispatch Problems in Smart Grids (Fernando Lezama, Joao Soares, Enrique Munoz de Cote, Enrique Sucar, Zita Vale), In Intelligent Systems Application to Power Systems (ISAP) Conference, 2017. [bibtex]
[57] Agent-Based Microgrid Scheduling: An ICT Perspective (Fernando Lezama, Jorge Palominos, Ansel Rodriguez-Gonzalez, Alessandro Farinelli, Enrique Munoz de Cote), In Mobile Networks and Applications, 2017. [bibtex] [pdf] [doi]
[56] A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity (Pablo Hernandez-Leal, Michael Kaisers, Tim Baarslag, Enrique Munoz de Cote), 2017. (arXiv:1707.09183) [bibtex] [pdf]
[55] An Exploration Strategy Facing Non-Stationary Agents (JAAMAS Extended Abstract) (Pablo Hernandez-Leal, Yusen Zhan, Matthew E. Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In the 16th International Conference on Autonomous Agents and Multiagent Systems, 2017. [bibtex] [pdf]
[54] Detecting Switches Against Non-Stationary Opponents (JAAMAS Extended Abstract) (Pablo Hernandez-Leal, Yusen Zhan, Matthew E. Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In the 16th International Conference on Autonomous Agents and Multiagent Systems, 2017. [bibtex] [pdf]
2016
[53]Multirotor UAV Coverage Planning under Wind Conditions (Juan Irving Vasquez-Gomez, Cecilia Gomez-Castaneda, Juan Carlos Herrera-Lozada, Enrique Munoz de Cote), In The International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2016. [bibtex]
[52] Load Pattern Clustering Using Differential Evolution With Pareto Tournament (Fernando Lezama, Ansel Rodriguez, Enrique Munoz de Cote), In IEEE Congress on Evolutionary Computation (IEEE-CEC), 2016. [bibtex] [pdf]
[51] Optimal Scheduling of on/off Cycles: a Decentralized IoT Microgrid Approach (Fernando Lezama, Ansel Rodriguez-Gonzalez, Alessandro Farinelli, Enrique Munoz de Cote, Jorge Palominos), In EAI International Conference on Future Internet and Internet of Things Applications (FIoTA), 2016. [bibtex] [pdf]
[50] Electrical Load Pattern Shape Clustering Using Ant Colony Optimization (Fernando Lezama, Ansel Y. Rodriguez, Enrique Munoz de Cote), In EvoStar, 2016. [bibtex] [pdf]
[49] A Bayesian approach for Learning and Tracking Switching, Non-stationary Opponents (extended abstract) (Pablo Hernandez-Leal, Benjamin Rosman, Matthew Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2016. [bibtex] [pdf]
[48] Identifying and Tracking Switching, Non-stationary Opponents: a Bayesian Approach (Pablo Hernandez-Leal, Benjamin Rosman, Matthew Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In AAAI workshop on Multiagent Interaction without Prior Coordination, 2016. [bibtex] [pdf]
[47] Efficiently detecting switches against non-stationary opponents (Pablo Hernandez-Leal, Yusen Zhan, Matthew Taylor, Enrique Sucar, Enrique Munoz de Cote), In Autonomous Agents and Multi-Agent Systems (JAAMAS), 2016. [bibtex] [pdf]
[46] An exploration strategy for non-stationary opponents (Pablo Hernandez-Leal, Yusen Zhan, Matthew E. Taylor, Enrique Sucar, Enrique Munoz de Cote), In Autonomous Agents and Multi-Agent Systems (JAAMAS), 2016. [bibtex] [pdf] [doi]
[45] MLI-WSN: a Multi-layer Integrated Wireless Sensor Network Simulator (Carolina Del-Valle-Soto, Fernando Lezama, Jafet Rodriguez, Carlos Mex-Perera, Enrique Munoz de Cote), In EAI International Conference on Future Internet and Internet of Things Applications (FIoTA), 2016. [bibtex] [pdf]
[44] Transfer learning by prototype generation in continuous spaces (Enrique Munoz de Cote, E. O. Garcia, E. Morales), In (Adaptive Behavior), volume I-15, 2016. [bibtex] [pdf] [doi]
2015
[43] Fixed-price Tariff Generation Using Reinforcement Learning (Jonathan Serrano, Ansel Rodriguez, Enrique Munoz de Cote), Chapter in Studies in Computational Intelligence, Springer International Publishing, 2015. [bibtex] [pdf]
[42] Fixing Energy Tariff Prices Through Reinforcement Learning (Jonathan Serrano, Enrique Munoz de Cote, Ansel Rodriguez), In Eighth International Workshop on Agent based Complex Automated Negotiations (ACAN) (AAMAS workshop), 2015. [bibtex] [pdf]
[41] Distributed Energy Procurement and Management in Smart Environments (Jonathan Serrano, Ansel Rodriguez, Miguel Palacios, Enrique Munoz de Cote, Enrique Sucar), In First IEEE International Smart Cities Conference (ISC2), 2015. [bibtex] [pdf]
[40]Socially Driven Multiagent Learning (Enrique Munoz de Cote), Scholar's Press, 2015. [bibtex]
[39] Bidding in non-stationary energy markets (Pablo Hernandez-Leal, Matthew E. Taylor, Enrique Munoz de Cote, L. Enrique Sucar), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2015. [bibtex] [pdf]
[38] Opponent Modeling against Non-stationary Strategies (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2015. [bibtex] [pdf]
[37]Learning Against Non-Stationary Opponents in Double Auctions (Pablo Hernandez-Leal, Matthew E. Taylor, Enrique Munoz de Cote, Enrique Sucar), In Workshop on Adaptive Learning Agents (AAMAS workshop), 2015. [bibtex]
2014
[36] Diseño de un broker virtual para la compra-venta de energía usando multi-agentes (Dan-El Neil Vila Rosado, Enrique Munoz de Cote), In Komputer Sapiens, volume 3, 2014. [bibtex] [pdf]
[35]Bidding Strategies in Electricity Markets with Long and Short Term Objectives (Enrique Munoz de Cote), In 20th Conference of the International Federation of Operational Research Societies (IFORS), 2014. [bibtex]
[34] A framework for learning and planning against switching strategies in repeated games (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In Connection Science, volume 26, 2014. [bibtex] [pdf] [doi]
[33] Using a priori information for fast learning against non-stationary opponents (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), Chapter in Advances in Artificial Intelligence (IBERAMIA), 2014. [bibtex] [pdf]
[32] Exploration strategies to detect strategy switches (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar L.), In Workshop on Adaptive Learning Agents (AAMAS workshop), 2014. [bibtex] [pdf]
[31] Transfer Learning for Continuous State and Action Spaces (Esteban O. Garcia, Enrique Munoz de Cote, Eduardo Morales), In International Journal of Pattern Recognition and Artificial Intelligence, volume 28, 2014. [bibtex] [pdf]
2013
[30] Near-optimal continuous patrolling with teams of mobile information gathering agents (Ruben Stranders, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings), In Artificial Intelligence (AIJ), volume 195, 2013. [bibtex] [pdf] [doi]
[29] Introducing Alarms in Adversarial Patrolling Games (Enrique Munoz de Cote, Ruben Stranders, Nicola Basilico, Nicola Gatti, Nicholas R. Jennings), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), ACM, 2013. [bibtex] [pdf]
[28] Modeling Non-Stationary Opponents (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), ACM, 2013. [bibtex] [pdf]
[27] Opponent modeling and planning against non-stationary strategies (Pablo Hernandez-Leal, Enrique Munoz de Cote, L. Enrique Sucar), In The Eighth Annual Workshop on Multiagent Sequential Decision-Making Under Uncertainty (AAMAS workshop), 2013. [bibtex] [pdf]
[26] Strategic interactions among agents with bounded rationality (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In 23rd. International Joint Confenrece on Artificial Intelligence (IJCAI), 2013. [bibtex] [pdf]
[25] Learning against non-stationary opponents (Pablo Hernandez-Leal, Enrique Munoz de Cote, L. Enrique Sucar), In Workshop on Adaptive Learning Agents (AAMAS workshop), 2013. [bibtex] [pdf]
[24] Qualitative Transfer for Reinforcement Learning with Continuous State and Action Spaces (Esteban O. Garcia, Enrique Munoz de Cote, Eduardo F. Morales), Chapter in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (José Ruiz-Shulcloper, Gabriella Sanniti di Baja, eds.), Springer Berlin Heidelberg, volume 8258, 2013. (extended version in article [4]) [bibtex] [pdf] [doi]
2012
[23] Conflict Resolution in Multiagent Systems: Balancing Optimality and Learning Speed (Aaron Rocha-Rocha, Enrique Munoz de Cote, Saul Pomares Hernandez, L. Enrique Sucar), In 11th Mexican International Conference on Artifical Intelligence(MICAI), 2012. [bibtex] [pdf] [doi]
[22] Data alignment for data fusion in wireless multimedia sensor networks based on M2M (Jose Roberto Perez C., Saul Eduardo Pomares H., Enrique Munoz de Cote), In KSII Transactions on Internet and Information Systems, volume 6, 2012. [bibtex] [pdf] [doi]
2010
[21] A Distributed Algorithm for Optimising over Pure Strategy Nash Equilibria (Archie Chapman, Alessandro Farinelli, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings), In Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2010. [bibtex] [pdf]
[20] Epsilon-First Policies for Budget Limited Multi-Armed Bandits (Long Tran-Thanh, Archie Chapman, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings), In Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2010. [bibtex] [pdf] [cites]
[19] __MATH0__: The Winning Strategy for the Inaugural Lemonade Stand Game Tournament (Adam M. Sykulski, Archie Chapman, Enrique Munoz de Cote, Nicholas R. Jennings), In Proceedings of the 2010 European Conference on Artificial Intelligence (ECAI), 2010. [bibtex] [pdf] [cites]
[18] Automated Planning in Repeated Adversarial Games (Enrique Munoz de Cote, Archie Chapman, Adam M. Sykulski, Nicholas R. Jennings), In Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI), AUAI Press, 2010. [bibtex] [pdf]
[17] Planning Against Fictitious Players in Repeated Normal Form Games (Enrique Munoz de Cote, Nicholas R. Jennings), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2010. [bibtex] [pdf]
2008
[16] Socially Driven Multiagent Learning (Enrique Munoz de Cote), PhD thesis, POLITECNICO DI MILANO, 2008. [bibtex] [pdf]
[15] A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games (Enrique Munoz de Cote, Michael L. Littman), In Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI), AUAI Press, 2008. (best student paper) [bibtex] [pdf]
[14] Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game (Alessandro Lazaric, Enrique Munoz de Cote, Fabio Dercole, Marcello Restelli), Chapter in Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning (Karl Tuyls, Ann Nowe, Zahia Guessoum, Daniel Kudenko, eds.), Springer Berlin / Heidelberg, volume 4865, 2008. [bibtex] [pdf]
[13] Social Reward Shaping in the Prisoner's Dilemma (Monica Babes, Enrique Munoz de Cote, Michael L. Littman), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2008. [bibtex] [pdf]
2007
[12] Reinforcement Learning in Extensive Form Games with Incomplete Information: the Bargaining Case Study (Alessandro Lazaric, Enrique Munoz de Cote, Nicola Gatti, Marcello Restelli), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS) (Edmund H. Durfee, Makoto Yokoo, Michael N. Huhns, Onn Shehory, eds.), ACM Press, 2007. (pdf-extended version) [bibtex] [pdf]
[11] Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game (Alessandro Lazaric, Enrique Munoz de Cote, Fabio Dercole, Marcello Restelli), In ALAMAS'07 (AAMAS workshop), 2007. [bibtex] [pdf]
[10] A Learning Approach to Dynamic Coalition Formation (Enrique Munoz de Cote, Alessandro Lazaric, Marcello Restelli, Andrea Bonarini), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), ACM Press, 2007. [bibtex] [pdf]
2006
[9] Learning to cooperate in multi-agent social dilemmas (Enrique Munoz de Cote, Alessandro Lazaric, Marcello Restelli), In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (AAMAS), ACM, 2006. [bibtex] [pdf] [doi]
2005
[8] On Introducing Location Awareness in Publish-Subscribe Middleware (Gianpaolo Cugola, Enrique Munoz de Cote), In 25th International Conference on Distributed Computing Systems (ICDCS workshop), IEEE Computer Society, 2005. [bibtex] [pdf] [doi] [cites]
[7] A strategy for PACS development using introductory team software process (Alfonso Martínez M., M.A. Núñez G., J. R. Jiménez A., Enrique Munoz de Cote, N. Chávez A., R. Delgado E., Josefina Gutiérrez M.), In SPIE Proceedings, Medical Imaging, IEEE Engineering in Medicine and Biology Society (EMBS), 2005. [bibtex] [pdf]
[6] Improving Cooperation among Self-Interested Reinforcement Learning Agents (Andrea Bonarini, Alessandro Lazaric, Enrique Munoz de Cote, Marcello Restelli), In 16th European Conference on Machine Learning (ECML workshop), Springer-Verlag, 2005. [bibtex] [pdf]
2003
[5] Planning the Information System for Transfering, Archiving and Viewing Medical Images at Centro Nacional de Rehabilitación in Mexico (Alfonso Martínez M., M.A. Núñez G., N. Chávez A., Enrique Munoz de Cote, Josefina Gutiérrez M.), In SPIE Proceedings, Medical Imaging, IEEE Engineering in Medicine and Biology Society (EMBS), 2003. [bibtex] [pdf]
[4] PACS-CNR System, a new technological proposal (Josefina Gutiérrez M., Alfonso Martínez M., M.A. Núñez G., M.B. Reyes, Enrique Munoz de Cote), In Rev Mex Ing Biomed, 2003. [bibtex] [pdf]
0
[3]A Polynomial-Time and Efficient Combination of Interior-Point and Simplex Methods for Linear Programs (Alejo Mosso Vazquez, Enrique Munoz de Cote, Enrique Sucar, David Enrique-Romero, Marco Antonio Cruz-Chavez), 0. (submitted) [bibtex]
[2]Transfer Learning by Sample Synthesis in Continuous Spaces (Enrique Munoz de Cote, Esteban O. Garcia, Eduardo F. Morales), 0. (submitted) [bibtex]
[1]Optimal Planning Against Bayesian Learning Opponents (Enrique Munoz de Cote, Maria Polukarov, Nicholas R. Jennings), 0. (working paper) [bibtex]
Books
2017
[2] Applications for future internet : International Summit (Enrique Sucar, Oscar Mayora, Enrique Munoz de Cote), (Enrique; Mayora Oscar; Munoz de Cote Enrique Sucar, ed.), Springer International Publishing, 2017. [bibtex] [pdf] [doi]
2015
[1]Socially Driven Multiagent Learning (Enrique Munoz de Cote), Scholar's Press, 2015. [bibtex]
Refereed Articles
2018
[11] Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss (Ansel Rodriguez-Gonzalez, Fernando Lezama, Carlos A.Iglesias-Alvarez, José Fco.Martínez-Trinidad, Jesús A.Carrasco-Ochoa, Enrique Munoz de Cote), In Expert Systems With Applications, volume 26, 2018. [bibtex] [pdf] [doi]
2017
[10] Agent-Based Microgrid Scheduling: An ICT Perspective (Fernando Lezama, Jorge Palominos, Ansel Rodriguez-Gonzalez, Alessandro Farinelli, Enrique Munoz de Cote), In Mobile Networks and Applications, 2017. [bibtex] [pdf] [doi]
2016
[9] Efficiently detecting switches against non-stationary opponents (Pablo Hernandez-Leal, Yusen Zhan, Matthew Taylor, Enrique Sucar, Enrique Munoz de Cote), In Autonomous Agents and Multi-Agent Systems (JAAMAS), 2016. [bibtex] [pdf]
[8] An exploration strategy for non-stationary opponents (Pablo Hernandez-Leal, Yusen Zhan, Matthew E. Taylor, Enrique Sucar, Enrique Munoz de Cote), In Autonomous Agents and Multi-Agent Systems (JAAMAS), 2016. [bibtex] [pdf] [doi]
[7] Transfer learning by prototype generation in continuous spaces (Enrique Munoz de Cote, E. O. Garcia, E. Morales), In (Adaptive Behavior), volume I-15, 2016. [bibtex] [pdf] [doi]
2014
[6] Diseño de un broker virtual para la compra-venta de energía usando multi-agentes (Dan-El Neil Vila Rosado, Enrique Munoz de Cote), In Komputer Sapiens, volume 3, 2014. [bibtex] [pdf]
[5] A framework for learning and planning against switching strategies in repeated games (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In Connection Science, volume 26, 2014. [bibtex] [pdf] [doi]
[4] Transfer Learning for Continuous State and Action Spaces (Esteban O. Garcia, Enrique Munoz de Cote, Eduardo Morales), In International Journal of Pattern Recognition and Artificial Intelligence, volume 28, 2014. [bibtex] [pdf]
2013
[3] Near-optimal continuous patrolling with teams of mobile information gathering agents (Ruben Stranders, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings), In Artificial Intelligence (AIJ), volume 195, 2013. [bibtex] [pdf] [doi]
2012
[2] Data alignment for data fusion in wireless multimedia sensor networks based on M2M (Jose Roberto Perez C., Saul Eduardo Pomares H., Enrique Munoz de Cote), In KSII Transactions on Internet and Information Systems, volume 6, 2012. [bibtex] [pdf] [doi]
2003
[1] PACS-CNR System, a new technological proposal (Josefina Gutiérrez M., Alfonso Martínez M., M.A. Núñez G., M.B. Reyes, Enrique Munoz de Cote), In Rev Mex Ing Biomed, 2003. [bibtex] [pdf]
Book Chapters
2015
[4] Fixed-price Tariff Generation Using Reinforcement Learning (Jonathan Serrano, Ansel Rodriguez, Enrique Munoz de Cote), Chapter in Studies in Computational Intelligence, Springer International Publishing, 2015. [bibtex] [pdf]
2014
[3] Using a priori information for fast learning against non-stationary opponents (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), Chapter in Advances in Artificial Intelligence (IBERAMIA), 2014. [bibtex] [pdf]
2013
[2] Qualitative Transfer for Reinforcement Learning with Continuous State and Action Spaces (Esteban O. Garcia, Enrique Munoz de Cote, Eduardo F. Morales), Chapter in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (José Ruiz-Shulcloper, Gabriella Sanniti di Baja, eds.), Springer Berlin Heidelberg, volume 8258, 2013. (extended version in article [4]) [bibtex] [pdf] [doi]
2008
[1] Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game (Alessandro Lazaric, Enrique Munoz de Cote, Fabio Dercole, Marcello Restelli), Chapter in Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning (Karl Tuyls, Ann Nowe, Zahia Guessoum, Daniel Kudenko, eds.), Springer Berlin / Heidelberg, volume 4865, 2008. [bibtex] [pdf]
Refereed Conference Papers
2018
[32] Decentralised Learning in Systems with Many, Many Strategic Agents (David Mguni, Joel Jennings, Enrique Munoz de Cote), In Thirty-Second AAAI Conference on Artificial Intelligence AAAI-18, 2018. [bibtex] [pdf] [cites]
2017
[31]Assessing Nitrogen Nutrition in Corn Crops with Airborne Multispectral Sensors (Elias Ruiz, Cecilia Gomez-Castaneda, Jaen Alberto Arroyo, Luis Enrique Sucar, Enrique Munoz de Cote, Gavi Francisco), In The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems (IEA/AIE), 2017. [bibtex]
[30] Differential Evolution Strategies for Large-Scale Energy Resource Management in Smart Grids (Fernando Lezama, Enrique Sucar, Joao Soares, Zita Vale, Enrique Munoz de Cote), In Genetic and Evolutionary Computation Conference GECCO, 2017. [bibtex] [pdf]
[29]Evolutionary Framework for Multi-Dimensional Signaling Method Applied to Energy Dispatch Problems in Smart Grids (Fernando Lezama, Joao Soares, Enrique Munoz de Cote, Enrique Sucar, Zita Vale), In Intelligent Systems Application to Power Systems (ISAP) Conference, 2017. [bibtex]
[28] An Exploration Strategy Facing Non-Stationary Agents (JAAMAS Extended Abstract) (Pablo Hernandez-Leal, Yusen Zhan, Matthew E. Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In the 16th International Conference on Autonomous Agents and Multiagent Systems, 2017. [bibtex] [pdf]
[27] Detecting Switches Against Non-Stationary Opponents (JAAMAS Extended Abstract) (Pablo Hernandez-Leal, Yusen Zhan, Matthew E. Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In the 16th International Conference on Autonomous Agents and Multiagent Systems, 2017. [bibtex] [pdf]
2016
[26]Multirotor UAV Coverage Planning under Wind Conditions (Juan Irving Vasquez-Gomez, Cecilia Gomez-Castaneda, Juan Carlos Herrera-Lozada, Enrique Munoz de Cote), In The International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2016. [bibtex]
[25] Load Pattern Clustering Using Differential Evolution With Pareto Tournament (Fernando Lezama, Ansel Rodriguez, Enrique Munoz de Cote), In IEEE Congress on Evolutionary Computation (IEEE-CEC), 2016. [bibtex] [pdf]
[24] Optimal Scheduling of on/off Cycles: a Decentralized IoT Microgrid Approach (Fernando Lezama, Ansel Rodriguez-Gonzalez, Alessandro Farinelli, Enrique Munoz de Cote, Jorge Palominos), In EAI International Conference on Future Internet and Internet of Things Applications (FIoTA), 2016. [bibtex] [pdf]
[23] Electrical Load Pattern Shape Clustering Using Ant Colony Optimization (Fernando Lezama, Ansel Y. Rodriguez, Enrique Munoz de Cote), In EvoStar, 2016. [bibtex] [pdf]
[22] A Bayesian approach for Learning and Tracking Switching, Non-stationary Opponents (extended abstract) (Pablo Hernandez-Leal, Benjamin Rosman, Matthew Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2016. [bibtex] [pdf]
[21] MLI-WSN: a Multi-layer Integrated Wireless Sensor Network Simulator (Carolina Del-Valle-Soto, Fernando Lezama, Jafet Rodriguez, Carlos Mex-Perera, Enrique Munoz de Cote), In EAI International Conference on Future Internet and Internet of Things Applications (FIoTA), 2016. [bibtex] [pdf]
2015
[20] Distributed Energy Procurement and Management in Smart Environments (Jonathan Serrano, Ansel Rodriguez, Miguel Palacios, Enrique Munoz de Cote, Enrique Sucar), In First IEEE International Smart Cities Conference (ISC2), 2015. [bibtex] [pdf]
[19] Bidding in non-stationary energy markets (Pablo Hernandez-Leal, Matthew E. Taylor, Enrique Munoz de Cote, L. Enrique Sucar), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2015. [bibtex] [pdf]
[18] Opponent Modeling against Non-stationary Strategies (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2015. [bibtex] [pdf]
2014
[17]Bidding Strategies in Electricity Markets with Long and Short Term Objectives (Enrique Munoz de Cote), In 20th Conference of the International Federation of Operational Research Societies (IFORS), 2014. [bibtex]
2013
[16] Introducing Alarms in Adversarial Patrolling Games (Enrique Munoz de Cote, Ruben Stranders, Nicola Basilico, Nicola Gatti, Nicholas R. Jennings), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), ACM, 2013. [bibtex] [pdf]
[15] Modeling Non-Stationary Opponents (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), ACM, 2013. [bibtex] [pdf]
[14] Strategic interactions among agents with bounded rationality (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar), In 23rd. International Joint Confenrece on Artificial Intelligence (IJCAI), 2013. [bibtex] [pdf]
2012
[13] Conflict Resolution in Multiagent Systems: Balancing Optimality and Learning Speed (Aaron Rocha-Rocha, Enrique Munoz de Cote, Saul Pomares Hernandez, L. Enrique Sucar), In 11th Mexican International Conference on Artifical Intelligence(MICAI), 2012. [bibtex] [pdf] [doi]
2010
[12] A Distributed Algorithm for Optimising over Pure Strategy Nash Equilibria (Archie Chapman, Alessandro Farinelli, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings), In Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2010. [bibtex] [pdf]
[11] Epsilon-First Policies for Budget Limited Multi-Armed Bandits (Long Tran-Thanh, Archie Chapman, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings), In Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2010. [bibtex] [pdf] [cites]
[10] __MATH0__: The Winning Strategy for the Inaugural Lemonade Stand Game Tournament (Adam M. Sykulski, Archie Chapman, Enrique Munoz de Cote, Nicholas R. Jennings), In Proceedings of the 2010 European Conference on Artificial Intelligence (ECAI), 2010. [bibtex] [pdf] [cites]
[9] Automated Planning in Repeated Adversarial Games (Enrique Munoz de Cote, Archie Chapman, Adam M. Sykulski, Nicholas R. Jennings), In Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI), AUAI Press, 2010. [bibtex] [pdf]
[8] Planning Against Fictitious Players in Repeated Normal Form Games (Enrique Munoz de Cote, Nicholas R. Jennings), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2010. [bibtex] [pdf]
2008
[7] A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games (Enrique Munoz de Cote, Michael L. Littman), In Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI), AUAI Press, 2008. (best student paper) [bibtex] [pdf]
[6] Social Reward Shaping in the Prisoner's Dilemma (Monica Babes, Enrique Munoz de Cote, Michael L. Littman), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), 2008. [bibtex] [pdf]
2007
[5] Reinforcement Learning in Extensive Form Games with Incomplete Information: the Bargaining Case Study (Alessandro Lazaric, Enrique Munoz de Cote, Nicola Gatti, Marcello Restelli), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS) (Edmund H. Durfee, Makoto Yokoo, Michael N. Huhns, Onn Shehory, eds.), ACM Press, 2007. (pdf-extended version) [bibtex] [pdf]
[4] A Learning Approach to Dynamic Coalition Formation (Enrique Munoz de Cote, Alessandro Lazaric, Marcello Restelli, Andrea Bonarini), In Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS), ACM Press, 2007. [bibtex] [pdf]
2006
[3] Learning to cooperate in multi-agent social dilemmas (Enrique Munoz de Cote, Alessandro Lazaric, Marcello Restelli), In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (AAMAS), ACM, 2006. [bibtex] [pdf] [doi]
2005
[2] A strategy for PACS development using introductory team software process (Alfonso Martínez M., M.A. Núñez G., J. R. Jiménez A., Enrique Munoz de Cote, N. Chávez A., R. Delgado E., Josefina Gutiérrez M.), In SPIE Proceedings, Medical Imaging, IEEE Engineering in Medicine and Biology Society (EMBS), 2005. [bibtex] [pdf]
2003
[1] Planning the Information System for Transfering, Archiving and Viewing Medical Images at Centro Nacional de Rehabilitación in Mexico (Alfonso Martínez M., M.A. Núñez G., N. Chávez A., Enrique Munoz de Cote, Josefina Gutiérrez M.), In SPIE Proceedings, Medical Imaging, IEEE Engineering in Medicine and Biology Society (EMBS), 2003. [bibtex] [pdf]
Refereed Workshop Papers
2016
[9] Identifying and Tracking Switching, Non-stationary Opponents: a Bayesian Approach (Pablo Hernandez-Leal, Benjamin Rosman, Matthew Taylor, L. Enrique Sucar, Enrique Munoz de Cote), In AAAI workshop on Multiagent Interaction without Prior Coordination, 2016. [bibtex] [pdf]
2015
[8] Fixing Energy Tariff Prices Through Reinforcement Learning (Jonathan Serrano, Enrique Munoz de Cote, Ansel Rodriguez), In Eighth International Workshop on Agent based Complex Automated Negotiations (ACAN) (AAMAS workshop), 2015. [bibtex] [pdf]
[7]Learning Against Non-Stationary Opponents in Double Auctions (Pablo Hernandez-Leal, Matthew E. Taylor, Enrique Munoz de Cote, Enrique Sucar), In Workshop on Adaptive Learning Agents (AAMAS workshop), 2015. [bibtex]
2014
[6] Exploration strategies to detect strategy switches (Pablo Hernandez-Leal, Enrique Munoz de Cote, Enrique Sucar L.), In Workshop on Adaptive Learning Agents (AAMAS workshop), 2014. [bibtex] [pdf]
2013
[5] Opponent modeling and planning against non-stationary strategies (Pablo Hernandez-Leal, Enrique Munoz de Cote, L. Enrique Sucar), In The Eighth Annual Workshop on Multiagent Sequential Decision-Making Under Uncertainty (AAMAS workshop), 2013. [bibtex] [pdf]
[4] Learning against non-stationary opponents (Pablo Hernandez-Leal, Enrique Munoz de Cote, L. Enrique Sucar), In Workshop on Adaptive Learning Agents (AAMAS workshop), 2013. [bibtex] [pdf]
2007
[3] Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game (Alessandro Lazaric, Enrique Munoz de Cote, Fabio Dercole, Marcello Restelli), In ALAMAS'07 (AAMAS workshop), 2007. [bibtex] [pdf]
2005
[2] On Introducing Location Awareness in Publish-Subscribe Middleware (Gianpaolo Cugola, Enrique Munoz de Cote), In 25th International Conference on Distributed Computing Systems (ICDCS workshop), IEEE Computer Society, 2005. [bibtex] [pdf] [doi] [cites]
[1] Improving Cooperation among Self-Interested Reinforcement Learning Agents (Andrea Bonarini, Alessandro Lazaric, Enrique Munoz de Cote, Marcello Restelli), In 16th European Conference on Machine Learning (ECML workshop), Springer-Verlag, 2005. [bibtex] [pdf]