Mehdi Keramati

发表

Adaptive integration of habits into depth-limited planning defines a habitual-goal–directed spectrum

P. Dayan, R. Dolan, Mehdi Keramati, 2016, Proceedings of the National Academy of Sciences.

Homeostatic reinforcement learning for integrating reward collection and physiological stability

Mehdi Keramati, B. Gutkin, 2014, eLife.

Imbalanced Decision Hierarchy in Addicts Emerging from Drug-Hijacked Dopamine Spiraling Circuit

Mehdi Keramati, B. Gutkin, 2013, PloS one.

An integrated homeostatic reinforcement learning theory of motivation explains the transition to cocaine addiction

Mehdi Keramati, B. Gutkin, Audrey Durand, 2015, bioRxiv.

Cocaine Addiction as a Homeostatic Reinforcement Learning Disorder

Mehdi Keramati, B. Gutkin, Audrey Durand, 2017, Psychological review.

Collecting reward to defend homeostasis: A homeostatic reinforcement learning theory

Mehdi Keramati, B. Gutkin, 2014, bioRxiv.

Understanding Addiction as a Pathological State of Multiple Decision Making Processes: A Neurocomputational Perspective

Mehdi Keramati, A. Dezfouli, Payam Piray, 2012 .

The idiosyncratic nature of confidence

P. Latham, Mehdi Keramati, B. Bahrami, 2017, Nature Human Behaviour.

The idiosyncratic nature of confidence

P. Latham, Mehdi Keramati, B. Bahrami, 2017, bioRxiv.

Midbrain Dopamine Neurons Signal Belief in Choice Accuracy during a Perceptual Decision

Adam Kepecs, Mehdi Keramati, A. Lak, 2017, Current Biology.

Misdeed of the need: towards computational accounts of transition to addiction

Mehdi Keramati, B. Gutkin, Serge H. Ahmed, 2017, Current Opinion in Neurobiology.

Flexibility to contingency changes distinguishes habitual and goal-directed strategies in 4 humans 5 6 7

Julie J. Lee, Mehdi Keramati, 2017 .

Betwixt fast and slow: Integrating model-free and model-based decision-making

Peter Dayan, Mehdi Keramati, Raymond J. Dolan, 2017 .

Retrospective model-based inference guides model-free credit assignment

Peter Dayan, Mehdi Keramati, Rani Moran, 2019, Nature Communications.

Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling

Michael Moutoussis, Mehdi Keramati, Rani Moran, 2019, PLoS Comput. Biol..

Retrospective model-based inference guides model-free credit assignment

P. Dayan, R. Dolan, Mehdi Keramati, 2019, Nature Communications.

Stochastic satisficing account of confidence in uncertain value-based decisions

Bahador Bahrami, Uri Hertz, Mehdi Keramati, 2017, bioRxiv.

Model based planners reflect on their model-free propensities

R. Dolan, Mehdi Keramati, R. Moran, 2021, PLoS Comput. Biol..

Developing a Reinforcement Learning Algorithm to Model Pavlovian Approach Bias on Bidirectional Planning

Mehdi Keramati, M. H. Hamidi Beheshti, R. Kakooee, 2021, The Neuroscience Journal of Shefaye Khatam.

Flexibility to contingency changes distinguishes habitual and goal-directed strategies in humans

Mehdi Keramati, Julie J. Lee, Mehdi Keramati, 2017, bioRxiv.

Behavioural signatures of backward planning in animals

Arsham Afsardeir, Mehdi Keramati, Mehdi Keramati, 2018, The European journal of neuroscience.

Author response: Homeostatic reinforcement learning for integrating reward collection and physiological stability

Mehdi Keramati, B. Gutkin, 2014 .

Cocaine Addiction as a Homeostatic Reinforcement Learning Disorder

Mehdi Keramati, B. Gutkin, Audrey Durand, 2017, Psychological review.

A Reinforcement Learning Theory for Homeostatic Regulation

Boris S. Gutkin, Mehdi Keramati, Mehdi Keramati, 2011, NIPS.

Exact solutions of Fokker–Planck equation via the Nikiforov–Uvarov method

Mehdi Keramati, H. Motavalli, Hossein Heidari, 2020, Indian Journal of Physics.