Edgar A. Duéñez-Guzmán

Publications

Scholar profile

Peer-reviewed journals & conferences

• Joel Z Leibo, Julien Perolat, Edward Hughes, Steven Wheelwright, Adam H Marblestone, Edgar Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel. Malthusian reinforcement learning. Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 1099-1107, 2019.
  
• Jane X Wang, Edward Hughes, Chrisantha Fernando, Wojciech M Czarnecki, Edgar A Duéñez-Guzmán, Joel Z Leibo. Evolving intrinsic motivations for altruistic behavior. Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems. 683-692, 2019.
  
• Yinlam Chow, Ofir Nachum, Aleksandra Faust, Mohammad Ghavamzadeh, Edgar Duenez-Guzman. Lyapunov-based Safe Policy Optimization for Continuous Control ICML 2019 Workshop RL4RealLife. 2019.
  
• Edward Hughes, Joel Z Leibo, Matthew Phillips, Karl Tuyls, Edgar Dueñez-Guzman, Antonio García Castañeda, Iain Dunning, Tina Zhu, Kevin McKee, Raphael Koster, Heather Roff, Thore Graepel. Inequity aversion improves cooperation in intertemporal social dilemmas. Advances in Neural Information Processing Systems. 3326-3336, 2018.
  
• Yinlam Chow, Ofir Nachum, Edgar Duenez-Guzman, Mohammad Ghavamzadeh. A lyapunov-based approach to safe reinforcement learning. Advances in Neural Information Processing Systems. 8092-8101, 2018.
  
• Edgar A Duénez-Guzmán, Marte A Ramırez-Ortegón. A review of No Free Lunch Theorems for search. Mexican Mathematicians Abroad. 657: 85, 2016.
  
• Eliseo Ferrante, Ali Emre Turgut, Edgar Duéñez-Guzmán, Marco Dorigo, Tom Wenseleers. Evolution of self-organized task specialization in robot swarms. PLoS computational biology. 11(8): e1004273, 2015.
  
• Kristine Stepanyan, Tom Wenseleers, Edgar A Duéñez‐Guzmán, Frédéric Muratori, Bram Van den Bergh, Natalie Verstraeten, Luc De Meester, Kevin J Verstrepen, Maarten Fauvart, Jan Michiels. Fitness trade‐offs explain low levels of persister cells in the opportunistic pathogen Pseudomonas aeruginosa. Molecular ecology. 24(7): 1572-1583, 2015.
  
• Edgar A Duéñez-Guzmán, David Haig. The evolution of reproduction-related NLRP genes. Journal of molecular evolution. 78(3-4). 194-201, 2014.
  
• Tom Wenseleers, Heikki Helanterä, Denise A Alves, Edgar Dueñez-Guzmán, Pekka Pamilo. Towards greater realism in inclusive fitness models: the case of worker reproduction in insect societies. Biology letters. 9(6):20130334. 2013.
  
• Ferrante, E, Duéñez-Guzmán, EA, Turgut, AE and Wenseleers, T. GESwarm: Grammatical Evolution for the Automatic Synthesis of Swarm Robotics Collective Behaviors. Genetic and Evolutionary Computation Conference, 2013. In press.
  
• Duéñez-Guzmán, EA and Sadedin, S. Evolving righteousness in a corrupt world. PLoS ONE 7(9): e44432. doi:10.1371/journal.pone.0044432, 2012.
  
• Duéñez-Guzmán, EA and Vose, MD. No Free Lunch and Benchmarks. Evolutionary Computation, (in press) 2012
  
• Úbeda de Torres, F and Duéñez-Guzmán, EA. Power and Corruption. Evolution 65(4): 1127--1139, 2011.
  
• Ramírez-Ortegón, MA, Duéñez-Guzmán, EA, Rojas, R and Cuevas, E. Unsupervised measures for parameter selection of binarization algorithms. Pattern Recognition 44(3): 491--502, 2011.
  
• Duenez-Guzman, EA, Mavarez, J, Vose, MD and Gavrilets, S. Case studies and mathematical models of ecological speciation. 4. Hybrid speciation in butterflies in a jungle. Evolution 63(10): 2611--2626, 2009.
  
• Gavrilets, S, Duenez-Guzman, EA and Vose, MD. Dynamics of alliance formation and the egalitarian revolution. PLoS ONE 3(10): e3293, 2008.
  

Under review

• Duéñez-Guzmán, EA and Haig, D. A general model for social evolution, with implications for altruism and spite.
• Duéñez-Guzmán, EA and Sadedin, S. Low connectivity is the key to altruism in arbitrary networks.

Book Chapters

• Sadedin, S and Duéñez-Guzmán, EA. Harnessing the Swarm: Technological applications of collective intelligence. Pragmatic Evolution: Applications of evolutionary theory; ed. Aldo Poiani. Cambridge University Press, 2011.
  

Conference proceedings

• Duenez-Guzman, EA, Vose, AD, Vose, MD and Gavrilets, S. Simulating population genetics on the XT5. Cray Users Group: Compute the future, 2009.
  
• Vose, MD and Duenez-Guzman, EA. Integration of parametrized integrands. Fifth International Conference of Applied Mathematics and Computing, 2008.
  

Technical Reports

• Duéñez-Guzmán, EA and Hernández-Aguirre, A. The Baldwin Effect as an Optimization Strategy. Technical Report #I-07-03/19-02-2007. CC/CIMAT (www.cimat.mx)
  

Books

• Duéñez-Guzmán, EA, Hernández-Sánchez, ES and Ramírez-Ortegón, MA. Los Dilemas de Karel (Karel's Dilemmas) CIMAT 2006.