Tabla de Contenidos: “…-- The Rise of Cognitive Modelling -- Modelling and Simulation -- The Role of Cognitive Modelling -- Further Benefits of Cognitive Modelling -- Some Objections to Cognitive Modelling -- Approaches to Cognitive Modelling -- Strategies for the Use of Simulation -- Closing Remarks -- Further Reading -- 2 An Introduction to COGENT -- COGENT: Principal Features -- An Illustrative Task: Free Recall -- Getting Started -- Specifying Basic Experimenter Functions -- The Modal Model in COGENT -- Representation and Variable Binding -- Augmenting the Experiment Environment -- Extending the Modal Model -- Further Reading -- II Modelling in Specific Domains -- Overview -- 3 Arithmetic: A Cognitive Skill -- Cognitive Skills -- Multicolumn Addition -- Multicolumn Subtraction -- General Discussion -- Further Reading -- Appendix: Rules for Execute Action -- 4 Problem Solving -- The Psychology of Problem Solving -- The Missionaries and Cannibals Problem -- The Tower of Hanoi -- Toward a General Problem Solver -- Further Reading -- 5 Deductive Reasoning -- Introduction -- Basic Effects in Human Deductive Reasoning -- Syllogistic Reasoning with Mental Models -- Building a Mental Model -- Revising a Mental Model -- Project: Reasoning as Problem Solving -- Syllogistic Reasoning with Euler Circles -- General Discussion -- Further Reading -- 6 Decision Making -- The Psychology of Decision Making -- Medical Diagnosis -- Incorporating Cue Selection -- Medical Diagnosis by Hypothesis Testing -- Taking Stock -- Further Reading -- 7 Sentence Processing -- Background -- A First Model -- Towards Incremental Interpretation -- Serial Parsing -- Alternative Approaches to Sentence Processing -- Further Reading -- 8 Executive Processes -- The Domain of Executive Processes -- Basic Psychological Findings -- A Framework -- Modelling the Supervisory Attentional System -- Monitoring and the Six Element Test -- Alternative Views of Executive Processes -- Summary -- Further Reading -- III Reflections -- 9 Reflections -- An Assessment of Progress -- Emergent Issues -- Methodologies for Modelling -- Issues for COGENT -- An Agenda -- Closing Remarks…”

Tabla de Contenidos: “…4.11 GPS Version 2: A More GeneralProblem Solver4.12 The New Domain Problem: Monkeyand Bananas; 4.13 The Maze Searching Domain; 4·14 The Blocks World Domain; 4.15 Stage 5 Repeated: Analysis of Version 2; 4.16 The Not Looking after You Don^tLeap Problem; 4.17 The Lack of Descriptive Power Problem; 4.18 The Perfect Information Problem; 4.19 The Interacting Goals Problem; 4.20 The End of GPS; 4.21 History and References; 4.22 Exercises; 4.23 Answers; CHAPTER 5. …”

Tabla de Contenidos: “…-- Applications of AI -- Branches of AI -- Defining intelligence using Turing Test -- Making machines think like humans -- Building rational agents -- General Problem Solver -- Solving a problem with GPS -- Building an intelligent agent -- Types of models -- Installing Python 3 -- Installing on Ubuntu -- Installing on Mac OS X -- Installing on Windows -- Installing packages -- Loading data -- Summary -- Chapter 2 : Classification and Regression Using Supervised Learning -- Supervised versus unsupervised learning -- What is classification? …”

“…In Volume 4B he now promotes two brand new and practical general problem solvers, namely (0) the Dancing Links Backtracking and (1) the SAT Solver. …”