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Associative learning and animal cognition
Open accessAbstract
Associative learning plays a variety of roles in the study of animal cognition from a core theoretical component to a null hypothesis against which the contribution of cognitive processes is assessed. Two developments in contemporary associative learning have enhanced its relevance to animal cognition. The first concerns the role of associatively activated representations, whereas the second is the development of hybrid theories in which learning is determined by prediction errors, both directly and indirectly through associability processes. However, it remains unclear whether these developments allow associative theory to capture the psychological rationality of cognition. I argue that embodying associative processes within specific processing architectures provides mechanisms that can mediate psychological rationality and illustrate such embodiment by discussing the relationship between practical reasoning and the associative-cybernetic model of goal-directed action.
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“It should be noted that the dual-process or “associative-cybernetic” approaches of Dickinson and Balleine and colleagues (e.g., Balleine & Ostlund, 2007; de Wit & Dickinson, 2009; Dickinson, 2012) do posit separate and co-existing action and habit memories.”
From Context, attention, and the switch between habit and goal-direction in behavior (2021) · cites this paper as Dickinson, 2012
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“More recently, Dickinson (2012) has argued that a rat’s ‘practical reasoning’ capacity emerges from associative processes though it is not clear how closely ‘practical reasoning’ matches our use of the term rationality.”
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“Associative learning is the process by which an organism establishes an association by simultaneously experiencing two sensory stimuli so that a subsequent experience of one helps to remember the other (Dickinson 2012; Salena et al. 2021).”
Metadata
- Authors
- Dickinson, A.
- Affiliations
- University of Cambridge (GB)
- Corresponding author
- Dickinson, Anthony
- ORCID
- Dickinson, Anthony
- Venue
- Philosophical Transactions of the Royal Society B: Biological Sciences
- Publisher
- The Royal Society
- Published
- 2012-10-05
- Volume
- 367
- Issue
- 1603
- Pages
- 2733-2742
- ISSN
- 0962-8436 (ISSN-L)
- 1471-2970
- PMC
- PMC3427555
- OpenAlex
- W2096798307
- Cited by
- 219
- References
- 44
- Citations by year
- 2026: 6 · 2025: 31 · 2024: 14 · 2023: 11 · 2022: 18 · 2021: 50 · 2020: 10 · 2019: 13 · 2018: 23 · 2017: 8 · 2016: 11 · 2015: 8 · 2014: 8 · 2013: 2 · 2012: 5
- FWCI
- 0.58
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Philosophical Transactions of the Royal Society B Biological Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Primate Behavior and Ecology
- Keywords
- associative learning, animal cognition, associative representations, prediction error, embodiment, practical reasoning, goal-directed action, cybernetic model
- MeSH terms
- Animals, Association Learning, Behavior, Animal, Cognition, Conditioning, Psychological, Cybernetics, Habits, Memory, Rationalization, Reinforcement, Psychology, Computational Biology
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