| Q-Learning CJCH Watkins, P Dayan Machine Learning 8 (3), 279-292, 1992 | 21290 | 1992 |
| A neural substrate of prediction and reward W Schultz, P Dayan, PR Montague Science 275 (5306), 1593-1599, 1997 | 12462 | 1997 |
| Theoretical neuroscience: computational and mathematical modeling of neural systems P Dayan, LF Abbott MIT press, 2005 | 7973 | 2005 |
| Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control ND Daw, Y Niv, P Dayan Nature neuroscience 8 (12), 1704-1711, 2005 | 3244 | 2005 |
| Q-learning J Peng, P Dayan Machine learning 8 (3), 279-292, 1992 | 2966 | 1992 |
| Cortical substrates for exploratory decisions in humans ND Daw, JP O'doherty, P Dayan, B Seymour, RJ Dolan Nature 441 (7095), 876-879, 2006 | 2809 | 2006 |
| A framework for mesencephalic dopamine systems based on predictive Hebbian learning PR Montague, P Dayan, TJ Sejnowski Journal of neuroscience 16 (5), 1936-1947, 1996 | 2745 | 1996 |
| Dissociable roles of ventral and dorsal striatum in instrumental conditioning J O'Doherty, P Dayan, J Schultz, R Deichmann, K Friston, RJ Dolan science 304 (5669), 452-454, 2004 | 2646 | 2004 |
| Uncertainty, neuromodulation, and attention JY Angela, P Dayan Neuron 46 (4), 681-692, 2005 | 2288 | 2005 |
| Model-based influences on humans' choices and striatal prediction errors ND Daw, SJ Gershman, B Seymour, P Dayan, RJ Dolan Neuron 69 (6), 1204-1215, 2011 | 2260 | 2011 |
| Temporal difference models and reward-related learning in the human brain JP O'Doherty, P Dayan, K Friston, H Critchley, RJ Dolan Neuron 38 (2), 329-337, 2003 | 1915 | 2003 |
| The helmholtz machine P Dayan, GE Hinton, RM Neal, RS Zemel Neural computation 7 (5), 889-904, 1995 | 1874 | 1995 |
| The" wake-sleep" algorithm for unsupervised neural networks GE Hinton, P Dayan, BJ Frey, RM Neal Science 268 (5214), 1158-1161, 1995 | 1685 | 1995 |
| States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning J Gläscher, N Daw, P Dayan, JP O'Doherty Neuron 66 (4), 585-595, 2010 | 1514 | 2010 |
| Goals and habits in the brain RJ Dolan, P Dayan Neuron 80 (2), 312-325, 2013 | 1448 | 2013 |
| Tonic dopamine: opportunity costs and the control of response vigor Y Niv, ND Daw, D Joel, P Dayan Psychopharmacology 191 (3), 507-520, 2007 | 1399 | 2007 |
| Reinforcement learning P Dayan Stevens' Handbook of Experimental Psychology, 2002 | 1231* | 2002 |
| Improving generalization for temporal difference learning: The successor representation P Dayan Neural computation 5 (4), 613-624, 1993 | 1143 | 1993 |
| Computational psychiatry PR Montague, RJ Dolan, KJ Friston, P Dayan Trends in cognitive sciences 16 (1), 72-80, 2012 | 1115 | 2012 |
| Reward, motivation, and reinforcement learning P Dayan, BW Balleine Neuron 36 (2), 285-298, 2002 | 1110 | 2002 |
Read MontagueProfessor of Physics, Virginia TechVerified email at vtc.vt.edu
