The Mixed Instrumental Controller: Using Value of Information to Combine Habitual Choice and Mental Simulation

Cited by (163)

Items 101–163 of 163

1. Adaptive planning depth in human problem-solving
   Mattia Eluchans, Gian Luca Lancia, Antonella Maselli, Marco D’Alessandro, Jeremy Raboff Gordon, Giovanni Pezzulo · 2025 · Royal Society Open Science
2. A Multilevel Computational Characterization of Endophenotypes in Addiction
   Vincenzo G. Fiore, Dimitri Ognibene, Bryon H. Adinoff, Xiaosi Gu · 2018 · eNeuro
3. Costly habitual avoidance is reduced by concurrent goal-directed approach in a modified devaluation paradigm
   Valentina M. Glück, Katharina Zwosta, Uta Wolfensteller, Hannes Ruge, Andre Pittig · 2021 · Behaviour Research and Therapy
4. Choice-Induced Preference Change under the Value Refinement Framework
   D. Lee, G. Pezzulo · 2025 · bioRxiv
5. Active Tree Search in Large POMDPs.
   Domenico Maisto, Francesco Gregoretti, Karl John Friston, Giovanni Pezzulo · 2021 · arXiv (Cornell University)
6. Machines That Feel and Think: The Role of Affective Feelings and Mental Action in (Artificial) General Intelligence
   George Deane · 2022 · Artificial Life
7. Active inference tree search in large POMDPs
   Domenico Maisto, Francesco Gregoretti, Karl John Friston, Giovanni Pezzulo · 2025 · Neurocomputing
8. Learning Epistemic Actions in Model-Free Memory-Free Reinforcement Learning: Experiments with a Neuro-robotic Model
   Dimitri Ognibene, Nicola Catenacci Volpi, Giovanni Pezzulo, Gianluca Baldassarre · 2013 · Lecture notes in computer science
9. Inhibition of hippocampal plasticity in rats performing contrafreeloading for water under repeated administrations of pramipexole
   Chiara Schepisi, Annabella Pignataro, Salvatore Simone Doronzio, Sonia Piccinin, Caterina Ferraina, Silvia Di Prisco, Marco Feligioni, Anna Pittaluga, Nicola Biagio Mercuri, Martine Ammassari‐Teule et al. · 2015 · Psychopharmacology
10. Animal Anticipation: A Perspective
    Ruud van den Bos · 2019 · Springer eBooks
11. Pattern of activation during delayed matching to sample task predicts functional outcome in people at ultra high risk for psychosis
    Irina Falkenberg, Isabel Valli, Marie Raffin, Matthew R. Broome, Paolo Fusar‐Poli, Páll Matthíasson, Marco Picchioni, Philip K. McGuire · 2016 · Schizophrenia Research
12. Integration of Action, Joint Action and Learning in Robot Cognitive Architectures
    Mehdi Khamassi, Benoît Girard, Aurélie Clodic, Sandra Devin, Erwan Renaudo, Élisabeth Pacherie, Rachid Alami, Raja Chatila · 2016 · Intellectica Revue de l Association pour la Recherche Cognitive
13. Model-Based and Model-Free Replay Mechanisms for Reinforcement Learning in Neurorobotics
    Elisa Massi, Jean-Gabriel Barthélemy, Juliane Mailly, Rémi Dromnelle, Julien Canitrot, Esther Poniatowski, Benoît Girard, Mehdi Khamassi · 2022 · Frontiers in Neurorobotics
14. The 3Ps: A tool for coach observation
    Jamie A. Taylor, Áine MacNamara, Dave J. Collins · 2023 · Frontiers in Sports and Active Living
15. Dynamic decision making: Empirical and theoretical directions
    Jared M. Hotaling, David Kellen · 2022 · The Psychology of learning and motivation/The psychology of learning and motivation
16. A Sequential Sampling Approach to the Integration of Habits and Goals
    Chao Zhang, Arlette van Wissen, Ron Dotsch, Daniël Lakens, Wijnand A. IJsselsteijn · 2024 · Computational Brain & Behavior
17. Is Synchronic Self-Control Possible?
    Julia Haas · 2020 · Review of Philosophy and Psychology
18. The rodent lateral orbitofrontal cortex as an arbitrator selecting between model-based and model-free learning systems.
    Marios C. Panayi, Mehdi Khamassi, Simon Killcross · 2021 · Behavioral Neuroscience
19. Models and Methods for Reinforcement Learning
    Peter Dayan, Hiroyuki Nakahara · 2018 · Wiley eBooks
20. Distinct cortico-striatal compartments drive competition between adaptive and automatized behavior
    William H. Barnett, Alexey S. Kuznetsov, Christopher C. Lapish · 2023 · PLoS ONE
21. Accounting for Negative Automaintenance in Pigeons: A Dual Learning Systems Approach and Factored Representations
    Florian Lesaint, Olivier Sigaud, Mehdi Khamassi · 2014 · PLoS ONE
22. Importance of prefrontal meta control in human-like reinforcement learning
    Jee Hang Lee, Joel Z. Leibo, Su-Jin An, Sang Wan Lee · 2022 · Frontiers in Computational Neuroscience
23. Variability and accessibility of information guide gaze dynamics in decision making.
    Douglas G. Lee, Konstantinos Tsetsos, Giovanni Pezzulo, Nitzan Shahar, Marius Usher · 2025 · Decision
24. Goals reconfigure cognition by modulating predictive processes in the brain
    Giovanni Pezzulo · 2014 · Behavioral and Brain Sciences
25. An Open-Ended Approach to Piagetian Development of Adaptive Behavior
    Kole Harvey · 2018 · OALib
26. When will's wont wants wanting
    Peter Dayan · 2021 · Behavioral and Brain Sciences
27. Anticipation and the control of voluntary action
    Dorit Wenke, Rico Fischer · 2013 · Frontiers in Psychology
28. Computational mental simulation: A review
    Mihai Polceanu, Cédric Buche · 2016 · Computer Animation and Virtual Worlds
29. Adaptive Coordination of Multiple Learning Strategies in Brains and Robots
    Mehdi Khamassi · 2020 · Lecture notes in computer science
30. Addiction beyond pharmacological effects: the role of environment complexity and bounded rationality
    Dimitri Ognibene, Vincenzo G. Fiore, Xiaosi Gu · 2017 · bioRxiv (Cold Spring Harbor Laboratory)
31. Value-of-Information based Arbitration between Model-based and Model-free Control
    Krishn Bera, Yash Mandilwar, Raju Surampudi Bapi · 2019 · arXiv (Cornell University)
32. Problem difficulty and expertise modulate planning performance in a virtually embodied task
    Riccardo Moretti, Jeremy Raboff Gordon, Antonella Maselli, Giovanni Pezzulo · 2025 · Journal of Neurophysiology
33. Mechanisms and strategies for cultivating behavioral habits within the field of public policy
    Liting Du, Dongjin Li · 2020 · Advances in Psychological Science
34. Animal Anticipation: A Perspective
    Ruud van den Bos · 2017 · Springer eBooks
35. NLM-HS: Navigation Learning Model Based on a Hippocampal–Striatal Circuit for Explaining Navigation Mechanisms in Animal Brains
    Jie Chai, Xiaogang Ruan, Jing Huang · 2021 · Brain Sciences
36. Context-Dependent Interaction Between Goal-Directed and Habitual Control Under Time Pressure
    Sascha Frölich, Ben Wagner, Michael N. Smolka, Stefan J. Kiebel · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
37. Context-dependent interaction between goal-directed and habitual control under time pressure
    Ben Wagner, Sascha Frölich, Sarah Schwöbel, Michael N. Smolka, Stefan J. Kiebel · 2026 · Communications Psychology
38. When models matter: Environmental demand guides the arbitration between model-based and model-free control
    Leslie K. Held, Elise Lesage, Wouter Kool, Senne Braem · 2025 · Cognitive Affective & Behavioral Neuroscience
39. The hippocampal-striatal circuit for goal-directed and habitual choice
    Fabian Chersi · 2014 · arXiv (Cornell University)
40. Representation Internal-Manipulation (RIM): A Neuro-Inspired Computational Theory of Consciousness.
    Gianluca Baldassarre, Giovanni Granato · 2019 · arXiv (Cornell University)
41. A dopaminergic basis of behavioral control
    Ian C. Ballard, Daniella J. Furman, Anne S. Berry, Robert L. White, William J. Jagust, Andrew S. Kayser, Mark D’Esposito · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
42. Entropic Decision Making
    Rebei, Adnan · 2020 · RePEc: Research Papers in Economics
43. Representation, abstraction, and simple-minded sophisticates
    Peter Dayan · 2020 · Behavioral and Brain Sciences
44. Wide computation: a mechanistic account
    Luke Kersten · 2020 · ERA
45. Computational Approaches
    Klaus Fiedler, Peter Juslin, Jerker C. Denrell · 2023 · Cambridge University Press eBooks
46. Sampling Data, Beliefs, and Actions
    Erik Brockbank, Cameron Holdaway, Daniel Acosta‐Kane, Edward Vul · 2023 · Cambridge University Press eBooks
47. Incorporating the Notion of Habit from Neuroscience in Dynamic Routine Travel Modeling: An Application to Telecommute Decisions Through the Pandemic
    Qianhua Luo, Joan L. Walker · 2024 · SSRN Electronic Journal
48. Active Inference and Cognitive Control: Balancing Deliberation and Habits through Precision Optimization
    Riccardo Proietti, Thomas Parr, Alessia Tessari, Karl John Friston, Giovanni Pezzulo · 2024
49. Does the selection of fox for their reactions to humans affect the decision-making during learning?
    Мухамедшина Ирина Андреевна, Anastasia V. Kharlamova · 2024 · Журнал высшей нервной деятельности им И П Павлова
50. Does Long-Term Selection for Reactions to Humans Affect Decision-Making during Learning in Foxes?
    Мухамедшина Ирина Андреевна, Anastasia V. Kharlamova · 2024 · Neuroscience and Behavioral Physiology
51. Toward the cognitive modeling of dynamic decision making
    Jared M. Hotaling, David Kellen, Will Deng · 2026 · Psychonomic Bulletin & Review
52. Exploring Gender Differentials in Parents’ Perception of Children’s Television Viewing Habit in the Digital Era
    Lovelyn Chika Olisaeke, Olisaeke Festus Ife · 2024 · International Journal of Scientific Research in Humanities and Social Sciences
53. Cognition–Emotion Interactions
    Jorge Armony, Patrik Vuilleumier · 2025 · Cambridge University Press eBooks
54. Neural Mechanisms of Arbitration between Multiple Experts in Value-Based Decision-Making
    Cooper D. Grossman, John P. O’Doherty · 2025 · Cambridge University Press eBooks
55. Choice-induced preference change under a sequential sampling model framework
    Douglas G. Lee, Giovanni Pezzulo · 2026 · Scientific Reports
56. Decisional issues during human-robot joint action
    Sandra Devin · 2017
57. Apprentissage actif sous contrainte de budget en robotique et en neurosciences computationnelles. Localisation robotique et modélisation comportementale en environnement non stationnaire
    Nassim Aklil · 2017
58. Brain-inspired predictive control of robotic sensorimotor systems
    Léo Pio‐Lopez · 2017 · theses.fr (ABES)
59. Functional characterization of Amygdala projections to motor related cortices during adaptive action-selection
    Vladimir Kouskoff · 2021
60. Architecture cognitive générique pour la coordination de stratégies d'apprentissage en robotique
    Rémi Dromnelle · 2021
61. Modeling hippocampal replay in spatial navigation with the theory of reinforcement learning : a neuroscientific and robotic approach
    Elisa Massi · 2023 · theses.fr (ABES)
62. Model-based and model-free valuation signals in the human brain vary markedly in relation to individual differences in behavioral control
    Weilun Ding, Jeffrey Cockburn, Julia Pia Simon, Amogh Johri, Scarlet J. Cho, Sarah Oh, Jamie D. Feusner, Reza Tadayonnejad, John P. O’Doherty · 2026 · Cell Reports
63. Research on the driving paths of rural residents’ household waste classification habits based on fuzzy set qualitative comparative analysis
    Changjin Liu, Mei Hu, Ling Fan, Yuhua Teng · 2026 · International Journal of Low-Carbon Technologies