Publications of P Dayan
All genres
Journal Article (271)
261.
Journal Article
14 (3), pp. 295 - 301 (1994)
TD(λ) converges with probability 1. Machine Learning 262.
Journal Article
90 (17), pp. 8277 - 8281 (1993)
A correlational model for the development of disparity selectivity in visual cortex that depends on prenatal and postnatal phases. Proceedings of the National Academy of Sciences of the United States of America 263.
Journal Article
5 (4), pp. 613 - 624 (1993)
Improving Generalization for Temporal Difference Learning: The Successor Representation. Neural computation 264.
Journal Article
5 (3), pp. 392 - 401 (1993)
Arbitrary Elastic Topologies and Ocular Dominance. Neural computation 265.
Journal Article
5 (2), pp. 205 - 209 (1993)
The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning. Neural computation 266.
Journal Article
8 (3-4), pp. 341 - 362 (1992)
The Convergence of TD(λ) for General λ. Machine Learning 267.
Journal Article
8 (3-4), pp. 279 - 292 (1992)
Q-learning. Machine Learning 268.
Journal Article
65 (4), pp. 253 - 265 (1991)
Optimising synaptic learning rules in linear associative memories. Biological Cybernetics 269.
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal Plasticity from Matrix Memories: What Goes Up Must Come Down. Neural computation 270.
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal plasticity in matrix memories: What goes up must come down. Neural computation 271.
Journal Article
132 (6), pp. 336 - 342 (1985)
Semiconductor waveguides: analysis of optical propagation in single rib structures and directional couplers. Proceedings of the Institution of Electrical Engineers Part J: Optoelectronics Book (1)
272.
Book
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems. MIT Press, Cambridge, MA, USA (2001), 460 pp.
Book Chapter (13)
273.
Book Chapter
5: Methodology, 4. Ed., pp. 1 - 40 (Eds. Wixted, J.; Wagenmakers, E.-J.). Wiley, Hoboken, NJ, USA (2018)
Models and Methods for Reinforcement Learning. In: Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Vol. 274.
Book Chapter
Exploration from Generalization Mediated by Multiple Controllers. In: Intrinsically Motivated Learning in Natural and Artificial Systems, pp. 73 - 91 (Eds. Baldassarre, G.; Mirolli, M.). Springer, Berlin, Germany (2013)
275.
Book Chapter
Models of Value and Choice. In: Neuroscience of Preference and Choice: Cognitive and Neural Mechanisms, 2, pp. 33 - 52 (Eds. Dolan, R.; Sharot, T.). Elsevier/Academic Press, London, UK (2012)
276.
Book Chapter
Semi-rational models of conditioning: The case of trial order. In: The Probabilistic Mind: Prospects for Bayesian cognitive science$, 19, pp. 427 - 448 (Eds. Chater, N.; Oaksford, M.). Oxford University Press, Oxford, UK (2008)
277.
Book Chapter
Neuronal Correlates of Decision Making. In: Better than conscious?: decision making, the human mind, and implications for institutions, 6 (Eds. Engel, C.; Singer, W.). MIT Press, Cambridge, MA, USA (2008)
278.
Book Chapter
Actions, policies, values, and the basal ganglia. In: Recent Breakthroughs in Basal Ganglia Research, 8, pp. 91 - 106 (Ed. Bezard, E.). Nova Science Publishers, Hauppauge, NY, USA (2006)
279.
Book Chapter
Levels of Analysis in Neural Modeling. In: Encyclopedia of Cognitive Science, 2 Ed. (Ed. Nadel, L.). Wiley, Chichester, UK (2005)
280.
Book Chapter
3 (Ed. Nadel, L.). Wiley, Chichester, UK (2005)
Reinforcement Learning. In: Encyclopedia of Cognitive Science, Vol.