City Research Online

Article

Dean, A., Alonso, E. ORCID: 0000-0002-3306-695X & Mondragon, E. ORCID: 0000-0003-4180-1261 (2025). Algebras of Actions in an Agent’s Representations of the World. Artificial Intelligence, 348, article number 104403. doi: 10.1016/j.artint.2025.104403

Kokkola, N., Mondragon, E. ORCID: 0000-0003-4180-1261 & Alonso, E. ORCID: 0000-0002-3306-695X (2019). A Double Error Dynamic Asymptote Model of Associative Learning. Psychological Review, 126(4), pp. 506-549. doi: 10.1037/rev0000147

Mondragon, E. ORCID: 0000-0003-4180-1261, Alonso, E. & Kokkola, N. (2017). Associative Learning Should Go Deep. Trends in Cognitive Science, 21(11), pp. 822-825. doi: 10.1016/j.tics.2017.06.001

Luzardo, A., Alonso, E. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2017). A Rescorla-Wagner Drift-Diffusion Model of Conditioning and Timing. PLoS Computational Biology, 13(11), article number e1005796. doi: 10.1371/journal.pcbi.1005796

Alonso, E., Fairbank, M. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2015). Back to optimality: a formal framework to express the dynamics of learning optimal behavior. Adaptive Behavior, 23(4), pp. 206-215. doi: 10.1177/1059712315589355

Bonardi, C., Mondragon, E. ORCID: 0000-0003-4180-1261, Brilot, B. & Jennings, D. J.view all authors (2015). Overshadowing by fixed- and variable-duration stimuli. Quarterly Journal of Experimental Psychology, 68(3), pp. 523-542. doi: 10.1080/17470218.2014.960875

Mondragon, E. ORCID: 0000-0003-4180-1261 & Hall, G. (2015). Analysis of the role of stimulus comparison in discrimination learning in Pigeons. Learning and Motivation, 49, pp. 14-22. doi: 10.1016/j.lmot.2015.01.003

Mondragon, E. ORCID: 0000-0003-4180-1261, Gray, J., Alonso, E. , Bonardi, C. & Jennings, D. J.view all authors (2014). SSCC TD: A Serial and Simultaneous Configural-Cue Compound Stimuli Representation for Temporal Difference Learning. PLoS One, 9(7), article number e102469. doi: 10.1371/journal.pone.0102469

Alonso, E. ORCID: 0000-0002-3306-695X & Mondragon, E. ORCID: 0000-0003-4180-1261 (2014). What Have Computational Models Ever Done for Us?: A Case Study in Classical Conditioning. International Journal of Artificial Life Research, 4(1), pp. 1-12. doi: 10.4018/ijalr.2014010101

Jennings, D., Alonso, E., Mondragon, E. ORCID: 0000-0003-4180-1261 , Franssen, M. & Bonardi, C.view all authors (2013). The Effect of Stimulus Distribution Form on the Acquisition and Rate of Conditioned Responding: Implications for Theory. Journal of Experimental Psychology: Animal Behavior Processes, 39(3), pp. 233-248. doi: 10.1037/a0032151

Mondragon, E. ORCID: 0000-0003-4180-1261, Alonso, E., Fernandez, A. & Gray, J.view all authors (2013). An extension of the Rescorla and Wagner Simulator for context conditioning. Computer Methods and Programs in Biomedicine, 110(2), pp. 226-230. doi: 10.1016/j.cmpb.2013.01.016

Mondragon, E. ORCID: 0000-0003-4180-1261, Gray, J. & Alonso, E. (2013). A Complete Serial Compound Temporal Difference Simulator for Compound stimuli, Configural cues and Context representation. Neuroinformatics, 11(2), pp. 259-261. doi: 10.1007/s12021-012-9172-z

Alonso, E., Mondragon, E. ORCID: 0000-0003-4180-1261 & Fernandez, A. (2012). A Java simulator of Rescorla and Wagner's prediction error model and configural cue extensions. Computer Methods and Programs in Biomedicine, 108(1), pp. 346-355. doi: 10.1016/j.cmpb.2012.02.004

Mondragon, E. ORCID: 0000-0003-4180-1261 & Murphy, R. A. (2010). Perceptual learning in an appetitive Pavlovian procedure: analysis of the effectiveness of the common element.. Behavioural Processes, 83(3), pp. 247-256. doi: 10.1016/j.beproc.2009.12.007

Mondragon, E. ORCID: 0000-0003-4180-1261, Murphy, R. A. & Murphy, V. A. (2009). Rats do learn XYX rules. Animal Behaviour, 78(4), e3-e4. doi: 10.1016/j.anbehav.2009.07.013

Murphy, R., Mondragon, E. ORCID: 0000-0003-4180-1261 & Murphy, V. A. (2009). Covariation, Structure and Generalization: Building Blocks of Causal Cognition. International Journal of Comparative Psychology, 22(1), pp. 61-74.

Murphy, R. A., Mondragon, E. ORCID: 0000-0003-4180-1261 & Murphy, V. A. (2008). Rule learning by rats. Science, 319(5871), pp. 1849-1851. doi: 10.1126/science.1151564

Murphy, R. A., Mondragon, E. ORCID: 0000-0003-4180-1261, Murphy, V. A. & Fouquet, N.view all authors (2004). Serial order of conditional stimuli as a discriminative cue for Pavlovian conditioning. Behavioural Processes, 67(2), pp. 303-311. doi: 10.1016/j.beproc.2004.05.003

Mondragon, E. ORCID: 0000-0003-4180-1261, Bonardi, C. & Hall, G. (2003). Negative priming and occasion setting in an appetitive Pavlovian procedure. Animal Learning & Behavior, 31(3), pp. 281-291. doi: 10.3758/bf03195989

Mondragon, E. ORCID: 0000-0003-4180-1261 & Hall, G. (2002). Analysis of the perceptual learning effect in flavour aversion learning: evidence for stimulus differentiation. Quarterly Journal of Experimental Psychology, 55(2b), pp. 153-169. doi: 10.1080/02724990143000225

Book Section

Alonso, E. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2010). Computational models of learning and beyond: Symmetries of associative learning. In: Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications. (pp. 316-332). IGI Global. doi: 10.4018/978-1-60960-021-1.ch013

Jennings, D., Alonso, E., Mondragon, E. ORCID: 0000-0003-4180-1261 & Bonardi, C.view all authors (2010). Temporal uncertainty during overshadowing: A temporal difference account. In: Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications. (pp. 46-55). IGI Global. doi: 10.4018/978-1-60960-021-1.ch003

Conference or Workshop Item

Opperman, B., Alonso, E. ORCID: 0000-0002-3306-695X & Mondragon, E. ORCID: 0000-0003-4180-1261 (2026). Groupoid-Based Internal State Representations for Reinforcement Learning with Local Symmetries. Paper presented at the The 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026), Workshop on Adaptive and Learning Agents (ALA), 25-29 May 2026, Paphos, Cyprus.

Mir, A., Alonso, E. ORCID: 0000-0002-3306-695X & Mondragon, E. ORCID: 0000-0003-4180-1261 (2024). DiT-Head: High Resolution Talkin Head Synthesis using Diffusion Transformers. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence. 16th International Conference on Agents and Artificial Intelligence (ICAART 2024), 24-26 Feb 2024, Rome, Italy. doi: 10.5220/0012312200003636

Cătărău-Cotuțiu, C., Mondragon, E. ORCID: 0000-0003-4180-1261 & Alonso, E. ORCID: 0000-0002-3306-695X (2023). AIGenC: AI Generalisation via Creativity. In: Lecture Notes in Artificial Intelligence (LNAI). EPIA Conference on Artificial Intelligence, 5-8 Sep 2023, Azores, Portugal. doi: 10.1007/978-3-031-49011-8_4

Ikram, K., Mondragon, E. ORCID: 0000-0003-4180-1261, Alonso, E. ORCID: 0000-0002-3306-695X & Garcia-Ortiz, M.view all authors (2021). HexaJungle: a MARL Simulator to Study the Emergence of Language. Paper presented at the Conference on Computer Vision and Pattern Recognition (CVPR 2021), Embodied AI Workshop, 20-25 Jun 2021, Nashville, Tennessee.

Alonso, E., Sahota, P. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2014). Computational Models of Classical Conditioning: A Qualitative Evaluation and Comparison. Paper presented at the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), 06-03-2014 - 08-03-2014, Angers, France.

Alonso, E. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2014). Quantum Probability and Operant Conditioning: Behavioral Uncertainty in Reinforcement Learning. Paper presented at the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), 06-03-2014 - 08-03-2014, Angers, France.

Alonso, E. ORCID: 0000-0002-3306-695X, Mondragon, E. ORCID: 0000-0003-4180-1261 & Kjaell-Ohlsson, N. (2012). Internally Driven Q-learning - Convergence and Generalization Results. In: Filipe, J. & Fred, A. (Eds.), Proceedings of the 4th International Conference on Agents and Artificial Intelligence. 4th International Conference on Agents and Artificial Intelligence, 6-8 Feb 2012, Algarve, Portugal. doi: 10.5220/0003736404910494

Alonso, E., Fairbank, M. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2012). Conditioning for Least Action. Paper presented at the 11th International Conference on Cognitive Modeling, 13-04-2012 - 15-04-2012, Berlin, Germany.

Alonso, E. & Mondragon, E. ORCID: 0000-0003-4180-1261 (2012). Uses, Abuses and Misuses of Computational Models in Classical Conditioning. Paper presented at the 11th International Conference on Cognitive Modeling, 13-15 Apr 2012, Berlin, Germany.

Other

Cătărău-Cotuțiu, C., Mondragon, E. ORCID: 0000-0003-4180-1261 & Alonso, E. ORCID: 0000-0002-3306-695X (2022). AIGenC: AI generalisation via creativity. doi: 10.48550/arXiv.2205.09738

Report

Mondragon, E. ORCID: 0000-0003-4180-1261 & Alonso, E. (2016). Hall and Rodríguez model as a particular case of the Pearce and Hall model: A formal analysis. St Albans, UK: Centre for Computational and Animal Learning Research.