-
3
-
-
77952541839
-
Learning latent structure: carving nature at its joints
-
Gershman S.J., Niv Y. Learning latent structure: carving nature at its joints. Curr Opin Neurobiol 2010, 20:251-256.
-
(2010)
Curr Opin Neurobiol
, vol.20
, pp. 251-256
-
-
Gershman, S.J.1
Niv, Y.2
-
4
-
-
0030168518
-
Hidden state and reinforcement learning with instance-based state identification
-
McCallum R.A. Hidden state and reinforcement learning with instance-based state identification. IEEE Trans Syst Man Cybernet, Part B 1996, 26:464-473.
-
(1996)
IEEE Trans Syst Man Cybernet, Part B
, vol.26
, pp. 464-473
-
-
McCallum, R.A.1
-
5
-
-
0038517214
-
Equivalence notions and model minimization in Markov decision processes
-
Givan R., Dean T., Greig M. Equivalence notions and model minimization in Markov decision processes. Artif Intell 2003, 147:163-223.
-
(2003)
Artif Intell
, vol.147
, pp. 163-223
-
-
Givan, R.1
Dean, T.2
Greig, M.3
-
6
-
-
27344443125
-
Finding approximate POMDP solutions through belief compression
-
Roy N., Gordon G.J., Thrun S. Finding approximate POMDP solutions through belief compression. J Artif Intell Res 2005, 23:1-40.
-
(2005)
J Artif Intell Res
, vol.23
, pp. 1-40
-
-
Roy, N.1
Gordon, G.J.2
Thrun, S.3
-
7
-
-
33746365099
-
Bayesian theories of conditioning in a changing world
-
Courville A.C., Daw N.D., Touretzky D.S. Bayesian theories of conditioning in a changing world. Trends Cogn Sci 2006, 10:294-300.
-
(2006)
Trends Cogn Sci
, vol.10
, pp. 294-300
-
-
Courville, A.C.1
Daw, N.D.2
Touretzky, D.S.3
-
8
-
-
74049117596
-
Context, learning, and extinction
-
Gershman D.J., Blei D.M., Niv Y. Context, learning, and extinction. Psychol Rev 2010, 117:197-209.
-
(2010)
Psychol Rev
, vol.117
, pp. 197-209
-
-
Gershman, D.J.1
Blei, D.M.2
Niv, Y.3
-
9
-
-
84870955069
-
Exploring a latent cause theory of classical conditioning
-
Gershman S.J., Niv Y. Exploring a latent cause theory of classical conditioning. Learn Behav 2012, 40:255-268.
-
(2012)
Learn Behav
, vol.40
, pp. 255-268
-
-
Gershman, S.J.1
Niv, Y.2
-
10
-
-
84912099627
-
Statistical computations underlying the dynamics of memory updating
-
Gershman D.J., Radulescu A., Norman K.A., Niv Y. Statistical computations underlying the dynamics of memory updating. PLOS Comput Biol 2014, 10:e1003939.
-
(2014)
PLOS Comput Biol
, vol.10
, pp. e1003939
-
-
Gershman, D.J.1
Radulescu, A.2
Norman, K.A.3
Niv, Y.4
-
11
-
-
84938207414
-
Individual differences in learning predict the return of fear
-
Gershman S.J., Hartley C. Individual differences in learning predict the return of fear. Learn Behav 2015, 43:243-250.
-
(2015)
Learn Behav
, vol.43
, pp. 243-250
-
-
Gershman, S.J.1
Hartley, C.2
-
12
-
-
84881274323
-
Context-dependent decision-making: a simple Bayesian model
-
Lloyd K., Leslie D.S. Context-dependent decision-making: a simple Bayesian model. J R Soc Interface 2013, 10:20130069.
-
(2013)
J R Soc Interface
, vol.10
, pp. 20130069
-
-
Lloyd, K.1
Leslie, D.S.2
-
13
-
-
84905482314
-
Explaining compound generalization in associative and causal learning through rational principles of dimensional generalization
-
Soto F.A., Gershman S.J., Niv Y. Explaining compound generalization in associative and causal learning through rational principles of dimensional generalization. Psychol Rev 2014, 121:526-558.
-
(2014)
Psychol Rev
, vol.121
, pp. 526-558
-
-
Soto, F.A.1
Gershman, S.J.2
Niv, Y.3
-
14
-
-
84938213044
-
Structure and flexibility in Bayesian models of cognition
-
Oxford University Press, Oxford, J.R. Busemeyer, J.T. Townsend, Z. Wang, A. Eidels (Eds.)
-
Austerweil J.L., Gershman S.J., Tenenbaum J.B., Griffiths T.L. Structure and flexibility in Bayesian models of cognition. Oxford Handbook of Computational and Mathematical Psychology 2015, Oxford University Press, Oxford. J.R. Busemeyer, J.T. Townsend, Z. Wang, A. Eidels (Eds.).
-
(2015)
Oxford Handbook of Computational and Mathematical Psychology
-
-
Austerweil, J.L.1
Gershman, S.J.2
Tenenbaum, J.B.3
Griffiths, T.L.4
-
15
-
-
0002109138
-
A theory of Pavlovian conditioning: variations in the effectiveness of reinforcement and nonreinforcement
-
Appleton-Century-Crofts, New York, NY, A.H. Black, W.F. Prokasy (Eds.)
-
Rescorla R.A., Wagner A.R. A theory of Pavlovian conditioning: variations in the effectiveness of reinforcement and nonreinforcement. Classical Conditioning II: Current Research and Theory 1972, 64-99. Appleton-Century-Crofts, New York, NY. A.H. Black, W.F. Prokasy (Eds.).
-
(1972)
Classical Conditioning II: Current Research and Theory
, pp. 64-99
-
-
Rescorla, R.A.1
Wagner, A.R.2
-
16
-
-
4644334535
-
Context and behavioral processes in extinction
-
Bouton M.E. Context and behavioral processes in extinction. Learn Memory 2004, 11:485-494.
-
(2004)
Learn Memory
, vol.11
, pp. 485-494
-
-
Bouton, M.E.1
-
17
-
-
0037219380
-
Simplicity: a unifying principle in cognitive science?
-
Chater N., Vitányi P. Simplicity: a unifying principle in cognitive science?. Trends Cogn Sci 2003, 7:19-22.
-
(2003)
Trends Cogn Sci
, vol.7
, pp. 19-22
-
-
Chater, N.1
Vitányi, P.2
-
18
-
-
84885362378
-
Perceptual estimation obeys Occam's razor
-
Gershman S.J., Niv Y. Perceptual estimation obeys Occam's razor. Front Psychol 2013, 4.
-
(2013)
Front Psychol
, vol.4
-
-
Gershman, S.J.1
Niv, Y.2
-
19
-
-
84857235576
-
A tutorial on Bayesian nonparametric models
-
Gershman S.J., Blei D.M. A tutorial on Bayesian nonparametric models. J Math Psychol 2012, 56:1-12.
-
(2012)
J Math Psychol
, vol.56
, pp. 1-12
-
-
Gershman, S.J.1
Blei, D.M.2
-
20
-
-
84887935902
-
Gradual extinction prevents the return of fear: implications for the discovery of state
-
Gershman S.J., Jones C.E., Norman K.A., Monfils M.-H., Niv Y. Gradual extinction prevents the return of fear: implications for the discovery of state. Front Behav Neurosci 2013, 7.
-
(2013)
Front Behav Neurosci
, vol.7
-
-
Gershman, S.J.1
Jones, C.E.2
Norman, K.A.3
Monfils, M.-H.4
Niv, Y.5
-
21
-
-
4644282212
-
Spontaneous recovery
-
Rescorla R.A. Spontaneous recovery. Learn Memory 2004, 11:501-509.
-
(2004)
Learn Memory
, vol.11
, pp. 501-509
-
-
Rescorla, R.A.1
-
22
-
-
0016417721
-
Reinstatement of fear to an extinguished conditioned stimulus
-
Rescorla R.A., Heth C.D. Reinstatement of fear to an extinguished conditioned stimulus. J Exp Psychol: Anim Behav Process 1975, 1:88-96.
-
(1975)
J Exp Psychol: Anim Behav Process
, vol.1
, pp. 88-96
-
-
Rescorla, R.A.1
Heth, C.D.2
-
23
-
-
0018526860
-
Role of conditioned contextual stimuli in reinstatement of extinguished fear
-
Bouton M.E., Bolles R.C. Role of conditioned contextual stimuli in reinstatement of extinguished fear. J Exp Psychol: Anim Behav Process 1979, 5:368-378.
-
(1979)
J Exp Psychol: Anim Behav Process
, vol.5
, pp. 368-378
-
-
Bouton, M.E.1
Bolles, R.C.2
-
24
-
-
33749343760
-
Retrieval failure versus memory loss in experimental amnesia: definitions and processes
-
Miller R.R., Matzel L.D. Retrieval failure versus memory loss in experimental amnesia: definitions and processes. Learn Memory 2006, 13:491-497.
-
(2006)
Learn Memory
, vol.13
, pp. 491-497
-
-
Miller, R.R.1
Matzel, L.D.2
-
25
-
-
0030798078
-
Adaptation to gradual as compared with sudden visuo-motor distortions
-
Kagerer F.A., Contreras-Vidal J.L., Stelmach G.E. Adaptation to gradual as compared with sudden visuo-motor distortions. Exp Brain Res 1997, 115:557-561.
-
(1997)
Exp Brain Res
, vol.115
, pp. 557-561
-
-
Kagerer, F.A.1
Contreras-Vidal, J.L.2
Stelmach, G.E.3
-
27
-
-
83055179235
-
Trial-by-trial analysis of intermanual transfer during visuomotor adaptation
-
Taylor J.A., Wojaczynski G.J., Ivry R.B. Trial-by-trial analysis of intermanual transfer during visuomotor adaptation. J Neurophysiol 2011, 106:3157-3172.
-
(2011)
J Neurophysiol
, vol.106
, pp. 3157-3172
-
-
Taylor, J.A.1
Wojaczynski, G.J.2
Ivry, R.B.3
-
28
-
-
0035836774
-
Effects of temporal association on recognition memory
-
Wallis G., Bülthoff H.H. Effects of temporal association on recognition memory. Proc Natl Acad Sci U S A 2001, 98:4800-4804.
-
(2001)
Proc Natl Acad Sci U S A
, vol.98
, pp. 4800-4804
-
-
Wallis, G.1
Bülthoff, H.H.2
-
29
-
-
33847607971
-
The effects of perceptual history on memory of visual objects
-
Preminger S., Sagi D., Tsodyks M. The effects of perceptual history on memory of visual objects. Vis Res 2007, 47:965-973.
-
(2007)
Vis Res
, vol.47
, pp. 965-973
-
-
Preminger, S.1
Sagi, D.2
Tsodyks, M.3
-
30
-
-
65249083448
-
Mapping dynamic memories of gradually changing objects
-
Preminger S., Blumenfeld B., Sagi D., Tsodyks M. Mapping dynamic memories of gradually changing objects. Proc Natl Acad Sci U S A 2009, 106:5371-5376.
-
(2009)
Proc Natl Acad Sci U S A
, vol.106
, pp. 5371-5376
-
-
Preminger, S.1
Blumenfeld, B.2
Sagi, D.3
Tsodyks, M.4
-
31
-
-
0023233591
-
A model for stimulus generalization in Pavlovian conditioning
-
Pearce J.M. A model for stimulus generalization in Pavlovian conditioning. Psychol Rev 1987, 94:61-73.
-
(1987)
Psychol Rev
, vol.94
, pp. 61-73
-
-
Pearce, J.M.1
-
32
-
-
0037316490
-
Context-sensitive elemental theory
-
Wagner A.R. Context-sensitive elemental theory. Q J Exp Psychol: Sect B 2003, 56:7-29.
-
(2003)
Q J Exp Psychol: Sect B
, vol.56
, pp. 7-29
-
-
Wagner, A.R.1
-
33
-
-
33746335663
-
Elemental representations of stimuli in associative learning
-
Harris J.A. Elemental representations of stimuli in associative learning. Psychol. Rev. 2006, 113:584-605.
-
(2006)
Psychol. Rev.
, vol.113
, pp. 584-605
-
-
Harris, J.A.1
-
34
-
-
39449115677
-
Stimulus coding in human associative learning: flexible representations of parts and wholes
-
Melchers K.G., Shanks D.R., Lachnit H. Stimulus coding in human associative learning: flexible representations of parts and wholes. Behav Process 2008, 77:413-427.
-
(2008)
Behav Process
, vol.77
, pp. 413-427
-
-
Melchers, K.G.1
Shanks, D.R.2
Lachnit, H.3
-
35
-
-
0028526748
-
Similarity and discrimination: a selective review and a connectionist model
-
Pearce J.M. Similarity and discrimination: a selective review and a connectionist model. Psychol Rev 1994, 101:587-607.
-
(1994)
Psychol Rev
, vol.101
, pp. 587-607
-
-
Pearce, J.M.1
-
36
-
-
0028009937
-
Summation and configuration between and within sensory modalities in classical conditioning of the rabbit
-
Kehoe E.J., Horne A.J., Horne P.S., Macrae M. Summation and configuration between and within sensory modalities in classical conditioning of the rabbit. Anim Learn Behav 1994, 22:19-26.
-
(1994)
Anim Learn Behav
, vol.22
, pp. 19-26
-
-
Kehoe, E.J.1
Horne, A.J.2
Horne, P.S.3
Macrae, M.4
-
38
-
-
0036527899
-
Spatial separation of target and competitor cues enhances blocking of human causality judgements
-
Glautier S. Spatial separation of target and competitor cues enhances blocking of human causality judgements. Q J Exp Psychol: Sect B 2002, 55:121-135.
-
(2002)
Q J Exp Psychol: Sect B
, vol.55
, pp. 121-135
-
-
Glautier, S.1
-
39
-
-
7544244209
-
Outcome additivity, elemental processing and blocking in human causality judgements
-
Livesey E.J., Boakes R.A. Outcome additivity, elemental processing and blocking in human causality judgements. Q J Exp Psychol: Sect B 2004, 57:361-379.
-
(2004)
Q J Exp Psychol: Sect B
, vol.57
, pp. 361-379
-
-
Livesey, E.J.1
Boakes, R.A.2
-
40
-
-
0023223978
-
Toward a universal law of generalization for psychological science
-
Shepard R.N. Toward a universal law of generalization for psychological science. Science 1987, 237:1317-1323.
-
(1987)
Science
, vol.237
, pp. 1317-1323
-
-
Shepard, R.N.1
-
41
-
-
0035735751
-
Generalization, similarity, and Bayesian inference
-
Tenenbaum J.B., Griffiths T.L. Generalization, similarity, and Bayesian inference. Behav Brain Sci 2001, 24:629-640.
-
(2001)
Behav Brain Sci
, vol.24
, pp. 629-640
-
-
Tenenbaum, J.B.1
Griffiths, T.L.2
-
42
-
-
0000705894
-
The adaptive nature of human categorization
-
Anderson J.R. The adaptive nature of human categorization. Psychol Rev 1991, 98:409-429.
-
(1991)
Psychol Rev
, vol.98
, pp. 409-429
-
-
Anderson, J.R.1
-
43
-
-
67349278780
-
A Bayesian framework for word segmentation: exploring the effects of context
-
Goldwater S., Griffiths T.L., Johnson M. A Bayesian framework for word segmentation: exploring the effects of context. Cognition 2009, 112:21-54.
-
(2009)
Cognition
, vol.112
, pp. 21-54
-
-
Goldwater, S.1
Griffiths, T.L.2
Johnson, M.3
-
44
-
-
78249247078
-
Rational approximations to rational models: alternative algorithms for category learning
-
Sanborn A.N., Griffiths T.L., Navarro D.J. Rational approximations to rational models: alternative algorithms for category learning. Psychol Rev 2010, 117:1144-1167.
-
(2010)
Psychol Rev
, vol.117
, pp. 1144-1167
-
-
Sanborn, A.N.1
Griffiths, T.L.2
Navarro, D.J.3
-
45
-
-
73449097433
-
A probabilistic model of theory formation
-
Kemp C., Tenenbaum J.B., Niyogi S., Griffiths T.L. A probabilistic model of theory formation. Cognition 2010, 114:165-196.
-
(2010)
Cognition
, vol.114
, pp. 165-196
-
-
Kemp, C.1
Tenenbaum, J.B.2
Niyogi, S.3
Griffiths, T.L.4
-
46
-
-
84881089217
-
Cognitive control over learning: creating, clustering, and generalizing task-set structure
-
Collins A.G.E., Frank M.J. Cognitive control over learning: creating, clustering, and generalizing task-set structure. Psychol Rev 2013, 120:190-229.
-
(2013)
Psychol Rev
, vol.120
, pp. 190-229
-
-
Collins, A.G.E.1
Frank, M.J.2
-
47
-
-
84897881519
-
Human EEG uncovers latent generalizable rule structure during learning
-
Collins A.G.E., Cavanagh J.F., Frank M.J. Human EEG uncovers latent generalizable rule structure during learning. J Neurosci 2014, 34:4677-4685.
-
(2014)
J Neurosci
, vol.34
, pp. 4677-4685
-
-
Collins, A.G.E.1
Cavanagh, J.F.2
Frank, M.J.3
-
48
-
-
36849079932
-
Context learning in the rodent hippocampus
-
Fuhs M.C., Touretzky D.S. Context learning in the rodent hippocampus. Neural Comput 2007, 19:3173-3215.
-
(2007)
Neural Comput
, vol.19
, pp. 3173-3215
-
-
Fuhs, M.C.1
Touretzky, D.S.2
-
49
-
-
82255179147
-
Expectancy-related changes in firing of dopamine neurons depend on orbitofrontal cortex
-
Takahashi Y.K., Roesch M.R., Wilson R.C., Toreson K., O'Donnell P., Niv Y., Schoenbaum G. Expectancy-related changes in firing of dopamine neurons depend on orbitofrontal cortex. Nat Neurosci 2011, 14:1590-1597.
-
(2011)
Nat Neurosci
, vol.14
, pp. 1590-1597
-
-
Takahashi, Y.K.1
Roesch, M.R.2
Wilson, R.C.3
Toreson, K.4
O'Donnell, P.5
Niv, Y.6
Schoenbaum, G.7
-
50
-
-
84892714870
-
Orbitofrontal cortex as a cognitive map of task space
-
Wilson R.C., Takahashi Y.K., Schoenbaum G., Niv Y. Orbitofrontal cortex as a cognitive map of task space. Neuron 2014, 81:267-279.
-
(2014)
Neuron
, vol.81
, pp. 267-279
-
-
Wilson, R.C.1
Takahashi, Y.K.2
Schoenbaum, G.3
Niv, Y.4
-
52
-
-
34848885477
-
Hippocampal involvement in contextual modulation of fear extinction
-
Ji J., Maren S. Hippocampal involvement in contextual modulation of fear extinction. Hippocampus 2007, 17:749-758.
-
(2007)
Hippocampus
, vol.17
, pp. 749-758
-
-
Ji, J.1
Maren, S.2
-
53
-
-
84888031491
-
Erasing the engram: the unlearning of procedural skills
-
Crossley M.J., Ashby F.G., Maddox W.T. Erasing the engram: the unlearning of procedural skills. J Exp Psychol: Gen 2013, 142:710-741.
-
(2013)
J Exp Psychol: Gen
, vol.142
, pp. 710-741
-
-
Crossley, M.J.1
Ashby, F.G.2
Maddox, W.T.3
-
54
-
-
84880031738
-
The thalamostriatal pathway and cholinergic control of goal-directed action: interlacing new with existing learning in the striatum
-
Bradfield L.A., Bertran-Gonzalez J., Chieng B., Balleine B.W. The thalamostriatal pathway and cholinergic control of goal-directed action: interlacing new with existing learning in the striatum. Neuron 2013, 79:153-166.
-
(2013)
Neuron
, vol.79
, pp. 153-166
-
-
Bradfield, L.A.1
Bertran-Gonzalez, J.2
Chieng, B.3
Balleine, B.W.4
-
55
-
-
84880008689
-
How did the chicken cross the road? With her striatal cholinergic interneurons, of course
-
Schoenbaum G., Stalnaker T.A., Niv Y. How did the chicken cross the road? With her striatal cholinergic interneurons, of course. Neuron 2013, 79:3-6.
-
(2013)
Neuron
, vol.79
, pp. 3-6
-
-
Schoenbaum, G.1
Stalnaker, T.A.2
Niv, Y.3
-
57
-
-
79955846155
-
The Indian buffet process: an introduction and review
-
Griffiths T.L., Ghahramani Z. The Indian buffet process: an introduction and review. J Mach Learn Res 2011, 12:1185-1224.
-
(2011)
J Mach Learn Res
, vol.12
, pp. 1185-1224
-
-
Griffiths, T.L.1
Ghahramani, Z.2
-
58
-
-
80052852204
-
A rational model of the effects of distributional information on feature learning
-
Austerweil J.L., Griffiths T.L. A rational model of the effects of distributional information on feature learning. Cogn Psychol 2011, 63:173-209.
-
(2011)
Cogn Psychol
, vol.63
, pp. 173-209
-
-
Austerweil, J.L.1
Griffiths, T.L.2
-
59
-
-
84887557472
-
A nonparametric Bayesian framework for constructing flexible feature representations
-
Austerweil J.L., Griffiths T.L. A nonparametric Bayesian framework for constructing flexible feature representations. Psychol Rev 2013, 120:817-851.
-
(2013)
Psychol Rev
, vol.120
, pp. 817-851
-
-
Austerweil, J.L.1
Griffiths, T.L.2
-
60
-
-
84857965362
-
A rational analysis of the acquisition of multisensory representations
-
Yildirim I., Jacobs R.A. A rational analysis of the acquisition of multisensory representations. Cogn Sci 2012, 36:305-332.
-
(2012)
Cogn Sci
, vol.36
, pp. 305-332
-
-
Yildirim, I.1
Jacobs, R.A.2
-
62
-
-
70449640182
-
Uncovering mental representations with Markov chain Monte Carlo
-
Sanborn A.N., Griffiths T.L., Shiffrin R.M. Uncovering mental representations with Markov chain Monte Carlo. Cogn Psychol 2010, 60:63-106.
-
(2010)
Cogn Psychol
, vol.60
, pp. 63-106
-
-
Sanborn, A.N.1
Griffiths, T.L.2
Shiffrin, R.M.3
|