Hippocampal model of rat spatial abilities using temporal difference learning

Advances in Neural Information Processing Systems

Volumn , Issue , 1998, Pages 145-151

  Foster, David J ^a   Morris, Richard G M ^a   Dayan, Peter ^b  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIPPOCAMPAL MODEL; HIPPOCAMPAL PLACE CELLS; MODEL USE; SPATIAL ABILITIES; TEMPORAL DIFFERENCE LEARNING;

REINFORCEMENT LEARNING;

EID: 84899004439     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Barto, AG & Sutton, RS (1981) Biol. Cyber., 43:1-8.
2. Barto, AG, Sutton, RS & Anderson, CW (1983) IEEE Trans, on Systems, Man and Cybernetics 13:834-846.
3. Barto, AG, Sutton, RS & Watkins, CJCH (1989) Tech Report 89-95, CAIS, Univ. Mass., Amherst, MA.
4. Blum, KI & Abbott, LF (1996) Neural Computation, 8:85-93.
5. Brown, MA & Sharp, PE (1995) Hippocampus 5:171-188.
6. Burgess, N, Recce, M & O'Keefe, J (1994) Neural Networks, 7:1065-1081.
7. Dayan, P (1991) NIPS 3, RP Lippmann et al, eds., 464-470.
8. Eichenbaum, HB (1996) Curr. Opin. Neurobiol., 6:187-195.
9. Gerstner, W & Abbott, LF (1996) J. Computational Neurosci. 4:79-94.
10. McNaughton, BL et al (1996) J. Exp. Biol, 199:173-185.
11. Morris, RGM et al (1982) Nature, 297:681-683.
12. O'Keefe, J & Dostrovsky, J (1971) Brain Res., 34(171).
13. Olton, DS & Samuelson, RJ (1976) J. Exp. Psych: A.B.P., 2:97-116.
14. Rudy, JW & Sutherland, RW (1995) Hippocampus, 5:375-389.
15. Schultz, W, Dayan, P & Montague, PR (1997) Science, 275, 1593-1599.
16. Singh, SP Reinforcement learning with a hierarchy of abstract models.
17. Steele, RJ & Morris, RGM in preparation.
18. Sutton, RS (1988) Machine Learning, 3:9-44.
19. Taube, JS (1995) J. Neurosci. 15(1):70-86.
20. Tsitsiklis, JN & Van Roy, B (1996) Tech Report LIDS-P-2322, M.I.T.
21. Wan, HS, Touretzky, DS & Redish, AD (1993) Proc. 1993 Connectionist Models Summer School, Lawrence Erlbaum, 11-19.
22. Watkins, CJCH (1989) PhD Thesis, Cambridge.
23. Whishaw, IQ & Jarrard, LF (1996) Hippocampus.
24. Wilson, MA & McNaughton, BL (1993) Science 261:1055-1058.