The successor representation in human reinforcement learning
Bibliographic Data
| ID | 4683286 |
|---|---|
| Authors | I Momennejad (0000-0003-0830-3973, Princeton University, corresponding author), Evan M Russek (0000-0002-2929-6912, New York University), Jin Hyun Cheong (0000-0002-9255-1648, Dartmouth College), M M Botvinick (0000-0001-7758-6896, Google DeepMind (United Kingdom)), N D Daw (0000-0001-5029-1430, Princeton University), Samuel J Gershman (0000-0002-6546-3298, Harvard University) |
| Year | 2017 |
| Volume | 1 |
| Issue | 9 |
| Pages | 680-692 |
| Publication date | 2017-08-28 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Nature Human Behaviour (JOURNAL) |
| Journal identifiers | ISSN: 2397-3374 • E-ISSN: 2397-3374 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1038/s41562-017-0180-8 |
| PMID | 31024137 |
| OpenAlex | W2953319434 |
| Language | EN |
| Citations received | 12 |
| References cited | 57 |
Cognitive psychology · Cognitive science · Machine learning · Reinforcement learning · Successor cardinal · Computer Science · Mathematics · Memory and Neural Mechanisms · Neural and Behavioral Psychology Studies · Neural dynamics and brain function · Psychology · Artificial Intelligence
From Deep Learning to Rational Machines
Toward the Emergence of Intelligent Control
Diminished State Space Theory of Human Aging
The spread of affective and semantic valence representations across states
Children leverage predictive representations for flexible, value-guided choice
Know-how and why self-regulation will not go away
Multi-task reinforcement learning in humans
Deforming the metric of cognitive maps distorts memory
Knowledge of information cascades through social networks facilitates strategic gossip
Humans primarily use model-based inference in the two-stage task
Replay shapes abstract cognitive maps for efficient social navigation
Humans adaptively deploy forward and backward prediction
| Unique citing works | 12 |
|---|---|
| Citations per year | 1,71 |
| Citation span | 2019 - 2026 (8) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 12 |