Literature DB >> 25267813

The principles of goal-directed decision-making: from neural mechanisms to computation and robotics.

Giovanni Pezzulo1, Paul F M J Verschure2, Christian Balkenius3, Cyriel M A Pennartz4.   

Abstract

Keywords:  computational model; decision-making; goal-directed; neural mechanism; prediction; robotics

Mesh:

Year:  2014        PMID: 25267813      PMCID: PMC4186224          DOI: 10.1098/rstb.2013.0470

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


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  32 in total

Review 1.  The Theory of Event Coding (TEC): a framework for perception and action planning.

Authors:  B Hommel; J Müsseler; G Aschersleben; W Prinz
Journal:  Behav Brain Sci       Date:  2001-10       Impact factor: 12.579

Review 2.  The free-energy principle: a unified brain theory?

Authors:  Karl Friston
Journal:  Nat Rev Neurosci       Date:  2010-01-13       Impact factor: 34.870

Review 3.  The hippocampal-striatal axis in learning, prediction and goal-directed behavior.

Authors:  C M A Pennartz; R Ito; P F M J Verschure; F P Battaglia; T W Robbins
Journal:  Trends Neurosci       Date:  2011-09-01       Impact factor: 13.837

Review 4.  A neural substrate of prediction and reward.

Authors:  W Schultz; P Dayan; P R Montague
Journal:  Science       Date:  1997-03-14       Impact factor: 47.728

5.  Uncovering the spatio-temporal dynamics of value-based decision-making in the human brain: a combined fMRI-EEG study.

Authors:  Tobias Larsen; John P O'Doherty
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2014-11-05       Impact factor: 6.237

Review 6.  The influence of recent decisions on future goal selection.

Authors:  Aldo Genovesio; Stefano Ferraina
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2014-11-05       Impact factor: 6.237

7.  Habits as action sequences: hierarchical action control and changes in outcome value.

Authors:  Amir Dezfouli; Nura W Lingawi; Bernard W Balleine
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2014-11-05       Impact factor: 6.237

Review 8.  Neuroethology of decision-making.

Authors:  Geoffrey K Adams; Karli K Watson; John Pearson; Michael L Platt
Journal:  Curr Opin Neurobiol       Date:  2012-08-16       Impact factor: 6.627

9.  The mechanics of embodiment: a dialog on embodiment and computational modeling.

Authors:  Giovanni Pezzulo; Lawrence W Barsalou; Angelo Cangelosi; Martin H Fischer; Ken McRae; Michael J Spivey
Journal:  Front Psychol       Date:  2011-01-31

10.  The mixed instrumental controller: using value of information to combine habitual choice and mental simulation.

Authors:  Giovanni Pezzulo; Francesco Rigoli; Fabian Chersi
Journal:  Front Psychol       Date:  2013-03-04
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  11 in total

1.  Divide et impera: subgoaling reduces the complexity of probabilistic inference and problem solving.

Authors:  Domenico Maisto; Francesco Donnarumma; Giovanni Pezzulo
Journal:  J R Soc Interface       Date:  2015-03-06       Impact factor: 4.118

Review 2.  Top-down models in biology: explanation and control of complex living systems above the molecular level.

Authors:  Giovanni Pezzulo; Michael Levin
Journal:  J R Soc Interface       Date:  2016-11       Impact factor: 4.118

3.  Toward an Integration of Deep Learning and Neuroscience.

Authors:  Adam H Marblestone; Greg Wayne; Konrad P Kording
Journal:  Front Comput Neurosci       Date:  2016-09-14       Impact factor: 2.380

Review 4.  Understanding ethanol's acute effects on medial prefrontal cortex neural activity using state-space approaches.

Authors:  Mitchell D Morningstar; William H Barnett; Charles R Goodlett; Alexey Kuznetsov; Christopher C Lapish
Journal:  Neuropharmacology       Date:  2021-09-01       Impact factor: 5.273

5.  Interindividual variability in functional connectivity as long-term correlate of temporal discounting.

Authors:  Cinzia Calluso; Annalisa Tosoni; Giovanni Pezzulo; Sara Spadone; Giorgia Committeri
Journal:  PLoS One       Date:  2015-03-16       Impact factor: 3.240

6.  Embodied choice: how action influences perceptual decision making.

Authors:  Nathan F Lepora; Giovanni Pezzulo
Journal:  PLoS Comput Biol       Date:  2015-04-07       Impact factor: 4.475

7.  Knowing one's place: a free-energy approach to pattern regulation.

Authors:  Karl Friston; Michael Levin; Biswa Sengupta; Giovanni Pezzulo
Journal:  J R Soc Interface       Date:  2015-04-06       Impact factor: 4.118

8.  Fatigue modulates dopamine availability and promotes flexible choice reversals during decision making.

Authors:  Pierpaolo Iodice; Claudio Ferrante; Luigi Brunetti; Simona Cabib; Feliciano Protasi; Mark E Walton; Giovanni Pezzulo
Journal:  Sci Rep       Date:  2017-04-03       Impact factor: 4.379

Review 9.  The Functions of Prospection - Variations in Health and Disease.

Authors:  Adam Bulley; Muireann Irish
Journal:  Front Psychol       Date:  2018-11-27

Review 10.  Active Inference, homeostatic regulation and adaptive behavioural control.

Authors:  Giovanni Pezzulo; Francesco Rigoli; Karl Friston
Journal:  Prog Neurobiol       Date:  2015-09-10       Impact factor: 11.685

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