Publications by Barto, Andrew
In Journal (refereed)
1. | A. Barto, R. Sutton, C. Watkins. "Learning and Sequential Decision Making". Learning and Computational Neuroscience, (ed: M. Gabriel, J.W. Moore), pp 539-602, January 1990. |
2. | R. Sutton, A. Barto. "Time-Derivative Models of Pavlovian Reinforcement". Learning and Computational Neuroscience, (ed: M. Gabriel, J.W. Moore), pp 497-537, January 1990. |
3. | J. Moore, J. Desmond, N. Berthier, D. Blazis, R. Sutton, A. Barto. "Simulation of the classically conditioned nictitating membrane response by a neuron-like adaptive element: Response topography, neuronal firing, and interstimulus intervals". Behavioural Brain Research, (21), pp 143-154, May 1986. |
4. | A. Barto, R. Sutton. "Neural problem solving". Synaptic Modification, Neuron Selectivity, and Nervous System Organization, (ed: W.B. Levy, J.A. Anderson), pp 123-152, May 1985. |
5. | A. Barto, R. Sutton, C. Anderson. "Neuron-like adaptive elements that can solvedifficult learning control problems". IEEE Transactions on Systems, Man, and Cybernetics, SMC-13(5), pp 834-846, January 1985. |
6. | A. Barto, C. Anderson, R. Sutton. "Simulation of anticipatory responses in classical conditioning by a neuron-like adaptive element". Behavioural Brain Research, pp 221-235, January 1985. |
In Conference (refereed)
7. | R. Moll, A. Barto, T. Perkins, R. Sutton. "Learning Instance-Independent Value Functions to Enhance Local Search". Neural Information Processing Systems (NIPS), Denver, CO, USA, pp 1017-1023, January 1999. |
8. | A. Barto, R. Sutton, C. Watkins. "Sequential decision problems and neural networks". Neural Information Processing Systems (NIPS), Denver, CO, USA, May 1992. |
9. | R. Sutton, A. Barto, R. Williams. "Reinforcement Learning is Direct Adaptive Optimal Control". American Control Conference (ACC), January 1991. |
10. | R. Sutton, A. Barto. "A Temporal-Difference Model of Classical Conditioning". Conference of the Cognitive Science Society (CogSci), pp 355-378, January 1987. |
11. | J. Moore, J. Desmond, N. Berthier, D. Blazis, R. Sutton, A. Barto. "Connectionist learning in real time: Sutton-Barto adaptive element and classical conditioning of the nictitating membrane response". Conference of the Cognitive Science Society (CogSci), pp 318-322, May 1985. |
12. | O. Selfridge, R. Sutton, A. Barto. "Training and tracking in robotics". International Joint Conference on Artificial Intelligence (IJCAI), pp 670-672, May 1985. |
In Workshop
13. | A. Barto, R. Sutton. "Gain Adaptation Beats Least Squares?". Yale Workshop on Adaptive and Learning Systems, pp 161-166, January 1992. |
Other Categories
14. | R. Sutton, A. Barto. "Reinforcement Learning: An Introduction". MIT Press, January 1998. |