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Foreword: P Dayan Part 1 - Pharmacological-based models of addiction Chapter 1. Simple deterministic mathematical Model of maintained drug delf-Administration behavior and its pharmacological applications. V.L. Tsibulsky* and A.B. Norman Chapter 2. Intermittent Adaptation : A mathematical model of drug tolerance,dependence and addiction.A. Peper Chapter 3. Control theory and addictive behavior.D. Newlin, P.A. Regalia, T.I. Seidman, G. Bobashev Part 2 - Neurocomputational models of addiction Chapter 4. Circuit models of addiction: receptors and neural dynamics in nicotine self-administration.M. Graupner and B. Gutkin Chapter 5. N Dual-system learning models and drugs of abuse.N.D. Daw and D.A. Simon. Chapter 6. Modeling decision-making systems in addiction Z. Kurth-Nelson and A. D. Redish Chapter 7. Computational models of incentive-sensitization in addiction: Dynamic limbic transformation of learning into motivationJ. Zhang, K. C. Berridge, and J. W. Aldridge Chapter 8. Understanding addiction as a pathological state of multiple decision making processes: a neurocomputational perspective.M. Keramati, A. Dezfouli and P. Piray Part 3 - Economic-based models of addiction Chapter 9. Policies and priorsK Friston Chapter 10. Toward a Computationally Unified Behavioral-Economic Model of Addiction E.T. Mueller, L.P. Carter and W.K. Bickel Chapter 11. Simulating Patterns of Heroin Addiction within the Social Context of a Local Heroin Market L. Hoffer, G. Bobashev and R. J Morris Chapter 10. Toward a Computationally Unified Behavioral-Economic Model of Addiction E.T. Mueller, L.P. Carter and W.K. Bickel Chapter 11. Simulating Patterns of Heroin Addiction within the Social Context of a Local Heroin Market L. Hoffer, G. Bobashev and R. J Morris
