Balancing control: a Bayesian interpretation of habitual and goal-directed behavior

DOI10.1016/j.jmp.2020.102472zbMath1471.91429OpenAlexW3110888555MaRDI QIDQ1981160

Michael N. Smolka, Dimitrije Marković, Stefan J. Kiebel, Sarah Schwöbel

Publication date: 9 September 2021

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmp.2020.102472

zbMATH Keywords

probabilistic inferencearbitrationcontexthabitstriatumgoal-directed controlhabitual controlsubstance use disorder

Mathematics Subject Classification ID

Memory and learning in psychology (91E40) Psychophysics and psychophysiology; perception (91E30) Experimental work for problems pertaining to game theory, economics, and finance (91-05)

Uses Software

• SciPy
• Python
• Statsmodels
• PRMLT

Cites Work

• A tutorial on partially observable Markov decision processes
• Efficient computation of optimal actions
• Active Inference, Belief Propagation, and the Bethe Approximation
• Unnamed Item

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