Publications of P Dayan

Dezfouli, A.; Morris, R.; Ramos, F.; Dayan, P.; Balleine, B.: Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models. In: Advances in Neural Information Processing Systems 31, pp. 4233 - 4242 (Eds. Bengio, S.; Wallach, H.; Larochelle, H.; Grauman, K.; Cesa-Bianchi, N. et al.). 32nd Annual Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada, December 03, 2018 - December 08, 2018. Curran, Red Hook, NY, USA (2019)

Ahilan, S.; Dayan, P.: Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. In: Annual Conference of the American Library Association (ALA 2019), 5, pp. 1 - 5. Annual Conference of the American Library Association (ALA 2019) , Washington, DC, USA, June 20, 2019 - June 25, 2019. (2019)

Ahilan, S.; Dayan, P.: Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. In: Workshop on Structure & Priors in Reinforcement Learning (SPiRL 2019) at ICLR 2019, pp. 1 - 11. Workshop on Structure & Priors in Reinforcement Learning (SPiRL 2019) at ICLR 2019, New Orleans, LA, USA, May 06, 2019. (2019)

Stojic, H.; Eldar, E.; Bassam, H.; Dayan, P.; Dolan, R.: Are you sure about that? On the origins of confidence in concept learning. In: Conference on Cognitive Computational Neuroscience (CCN 2018), PS-1A.14, pp. 1 - 4. Conference on Cognitive Computational Neuroscience (CCN 2018), Philadelphia, PA, USA, September 05, 2018 - September 08, 2018. (2018)

Karaletsos, T.; Dayan, P.; Ghahramani, Z.: Probabilistic Meta-Representations Of Neural Networks. In: CAST's 4th Annual UDL Symposium: Empowering Learners, pp. 1 - 10. CAST's 4th Annual UDL Symposium: Empowering Learners , Cambridge, MA, USA, July 30, 2018 - August 01, 2018. (2018)

Rae, J.; Dyer, C.; Dayan, P.; Lillicrap, C.: Fast Parametric Learning with Activation Memorization. In: International Conference on Machine Learning, 10-15 July 2018, pp. 4228 - 4237 (Eds. Dy, J.; Krasue, A.). 35th International Conference on Machine Learning (ICML 2018), Stockholm, Sweden, July 10, 2018 - July 15, 2018. International Machine Learning Society, Madison, WI, USA (2018)

Bramley, N.; Dayan, P.; Lagnado, D.: Staying afloat on Neurath's boat: Heuristics for sequential causal learning. In: 37th Annual Meeting of the Cognitive Science Society (CogSci 2015): Mind, Technology and Society, pp. 262 - 267 (Eds. Noelle, D.; Dale, R.; Warlaumont, A.; Yoshimi, J.; Matlock, T. et al.). 37th Annual Meeting of the Cognitive Science Society (CogSci 2015), Pasadena, CA, USA, July 22, 2015 - July 25, 2015. Cognitive Science Society, Austin, TX, USA (2015)

Guez, A.; Heess, N.; Silver, D.; Dayan, P.: Bayes-Adaptive Simulation-based Search with Value Function Approximation. In: Advances in Neural Information Processing Systems 27 (NIPS 2014), pp. 451 - 459 (Eds. Ghahramani, Z.; Welling, M.; Cortes, C.; Lawrence, N.; Weinberger, K.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014) , Montreal, Canada, December 08, 2014 - December 13, 2014. Curran, Red Hook, NY, USA (2015)

Savin, C.; Dayan, P.; Lengyel, M.: Correlations strike back (again): the case of associative memory retrieval. In: Advances in Neural Information Processing Systems 26 (NIPS 2013), pp. 288 - 296 (Eds. Burges, C.; Bottou, L.; Ghahramani, Z.; Weinberger, K.). Twenty-Seventh Annual Conference on Neural Information Processing Systems (NIPS 2013), Lake Tahoe, NV, USA, December 05, 2013 - December 10, 2013. Curran, Red Hook, NY, USA (2014)

Gershman, S.; Tenenbaum, J.; Pouget, A.; Botvinick, M.; Dayan, P.: Structured cognitive representations and complex inference in neural systems. In: 35th Annual Meeting of the Cognitive Science Society (CogSci 2013), pp. 83 - 84 (Eds. Knauff, M.; Pauen, M.; Sebanz, N.; Wachsmuth, I.). 35th Annual Meeting of the Cognitive Science Society (CogSci 2013), Berlin, Germany, July 31, 2013 - August 03, 2013. Cognitive Science Society, Austin, TX, USA (2013)

Guez, A.; Silver, D.; Dayan, P.: Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search. In: Advances in Neural Information Processing Systems 25, pp. 1025 - 1033 (Eds. Bartlett, P.; Pereira, F.; Bottou, L.; Burgess, C.; Weinberger, K.). Twenty-Sixth Annual Conference on Neural Information Processing Systems (NIPS 2012) , Lake Tahoe, NV, USA, December 03, 2012 - December 06, 2012. Curran, Red Hook, NY, USA (2013)

Malmaud, J.; Tenenbaum, J.; Dayan, P.; Maloney, L.; Vul, E.; Chater, N.: Computational, Cognitive, and Neural Models of Decision-making Biases. In: 34th Annual Meeting of the Cognitive Science Society (CogSci 2012), pp. 42 - 43 (Eds. Miyake, N.; Peebles, D.; Cooper, R.). 34th Annual Meeting of the Cognitive Science Society (CogSci 2012), Sapporo, Japan, August 01, 2012 - August 04, 2012. Cognitive Science Society, Austin, TX, USA (2012)

Osman, M.; Speekenbrink, M.; Dayan, P.; Watanabe, M.; Harvey, N.: Dynamic decision making: neuronal, computational, and cognitive underpinnings. In: 34th Annual Meeting of the Cognitive Science Society (CogSci 2012), pp. 50 - 51 (Eds. Miyake, N.; Peebles, D.; Cooper, R.). 34th Annual Meeting of the Cognitive Science Society (CogSci 2012), Sapporo, Japan, August 01, 2012 - August 04, 2012. Cognitive Science Society, Austin, TX, USA (2012)

Savin, C.; Dayan, P.; Lengyel, M.: Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories. In: Advances in Neural Information Processing Systems 24, pp. 1305 - 1313 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira , F.; Weinberger, K.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain, December 12, 2011 - December 14, 2011. Curran, Red Hook, NY, USA (2012)

Coen-Cagli, R.; Dayan, P.; Schwartz, O.: Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing. In: Advances in Neural Information Processing Systems 22, pp. 369 - 377 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Pfister, J.-P.; Dayan, P.; Lengyel, M.: Know Thy Neighbour: A Normative Theory of Synaptic Depression. In: Advances in Neural Information Processing Systems 22, pp. 1464 - 1472 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Dayan, P.: Load and Attentional Bayes. In: Advances in neural information processing systems 21, pp. 370 - 377 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008) , Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Huys, Q.; Vogelstein, J.; Dayan, P.: Psychiatry: Insights into depression through normative decision-making models. In: Advances in Neural Information Processing Systems 21, pp. 732 - 739 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008) , Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Ray, D.; King-Casas, B.; Montague, P.; Dayan, P.: Bayesian Model of Behaviour in Economic Games. In: Advances in neural information processing systems 21, pp. 1348 - 1355 (Eds. Koller, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008) , Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Lengyel, M.; Dayan, P.: Hippocampal Contributions to Control: The Third Way. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, pp. 889 - 896 (Eds. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, December 03, 2007 - December 06, 2007. Curran, Red Hook, NY, USA (2008)