No CrossRef data available.
Article contents
Exploratory exploitation and exploitative exploration: The phenomenology of play and the computational dynamics of search
Published online by Cambridge University Press: 21 May 2024
Abstract
I argue for a more complicated but nonetheless computationally feasible and algorithmically intelligible interplay between exploration and exploitation and for admitting into our conceptual toolkit regimes of exploitative exploration and exploratory exploitation that can enhance the novelty and usefulness of the results of either problemistic or serendipitous search.
- Type
- Open Peer Commentary
- Information
- Copyright
- Copyright © The Author(s), 2024. Published by Cambridge University Press
References
Aronowitz, S. (2021). Exploring by believing. Philosophical Review, 130(3), 339–383.CrossRefGoogle Scholar
Campbell, D. T. (1960). Blind variation and selective retentions in creative thought as in other knowledge processes. Psychological Review, 67(6), 380–400.CrossRefGoogle ScholarPubMed
Moldoveanu, M. C. (2024). Intelligent artificiality: Machine learning, brain architecture and the foundations of decision theory. DeGruyter.Google Scholar
Moldoveanu, M. C., & Martin, R. L. (2010). Diaminds: Decoding the mental habits of successful thinkers. University of Toronto Press.Google Scholar
Steele, L. M., Hardy, J. H. III, Day, E. A., Watts, L. L., & Mumford, M. D. (2021). Navigating creative paradoxes: Exploration and exploitation effort drive novelty and usefulness. Psychology of Aesthetics, Creativity, and the Arts, 15(1), 149–164.CrossRefGoogle Scholar
Target article
A shared novelty-seeking basis for creativity and curiosity
Related commentaries (29)
A developmental account of curiosity and creativity
A shared “optimal-level of arousal”: Seeking basis for creativity and curiosity
An extension of the novelty-seeking model: Considering the plurality of novelty types and their differential interactions with memory
Be curious: Strategic curiosity drives creativity
Beyond novelty: Learnability in the interplay between creativity, curiosity and artistic endeavours
Breaking down (and moving beyond) novelty as a trigger of curiosity
Commentary on creativity and curiosity
Computational models of intrinsic motivation for curiosity and creativity
Creativity is motivated by novelty. Curiosity is triggered by uncertainty
Curiosity is more than novelty seeking
Curious? The relationship between curiosity and creativity is likely NOT novelty
Dissecting the neuroanatomy of creativity and curiosity: The subdivisions within networks matter
Distinct neurocognitive pathways underlying creativity: An integrative approach
Expanding horizons in reinforcement learning for curious exploration and creative planning
Exploratory exploitation and exploitative exploration: The phenomenology of play and the computational dynamics of search
Getting curiouser and curiouser about creativity: The search for a nuanced model
Ignoring the role of reiterative processing and worldview transformation leads to exaggeration of the role of curiosity in creativity
Is a wandering mind a novelty-seeking mind? The curious case of incubation
Mindfulness, curiosity, and creativity
Models need mechanisms, but not labels
Mood regulation as a shared basis for creativity and curiosity
Novelty seeking is neither necessary nor sufficient for curiosity or creativity, instead both curiosity and creativity may reflect an epistemic drive
Novelty seeking might underlie curiosity and the novelty dimension of creativity, but not the usefulness dimension
On the dual nature of creativity: Same same but different?
Prediction error minimization as a common computational principle for curiosity and creativity
Question-asking as a mechanism of information seeking
The costs of curiosity and creativity: Minimizing the downsides while maximizing the upsides
The creativity of architects
Toward a causal model of curiosity and creativity
Author response
A shared novelty-seeking basis for creativity and curiosity: Response to the commentators