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Book Categories |
Preface | ||
Introduction | 1 | |
1 | Programmatic Arguments | 7 |
Critiques and Qualifications | 8 | |
Diagnoses and Solutions | 8 | |
In-Principle Arguments | 9 | |
2 | The Problem of Representation | 11 |
Encodingism | 11 | |
3 | Consequences of Encodingism | 19 |
Logical Consequences | 19 | |
4 | Responses to the Problems of Encodings | 25 |
False Solutions | 25 | |
Seductions | 31 | |
5 | Current Criticisms of AI and Cognitive Science | 35 |
An Aporia | 35 | |
Encounters with the Issues | 36 | |
6 | General Consequences of the Encodingism Impasse | 47 |
Representation | 47 | |
Learning | 47 | |
The Mental | 51 | |
Why Encodingism? | 51 | |
7 | The Interactive Model | 55 |
Basic Epistemology | 56 | |
Evolutionary Foundations | 65 | |
Some Cognitive Phenomena | 66 | |
8 | Implications for Foundational Mathematics | 75 |
Tarski | 75 | |
Turing | 80 | |
9 | Representation: Issues within Encodingism | 89 |
Explicit Encodingism in Theory and Practice | 90 | |
Proliferation of Basic Encodings | 106 | |
Truth-Valued Versus Non-Truth-Valued | 118 | |
Procedural Semantics | 120 | |
Situated Automata Theory | 123 | |
Non-Cognitive Functional Analysis | 126 | |
Brian Smith | 130 | |
Adrian Cussins | 134 | |
Internal Troubles | 136 | |
10 | Representation: Issues about Encodingism | 145 |
Some Explorations of the Literature | 145 | |
A Diagnosis of the Frame Problems | 214 | |
11 | Language | 235 |
Interactivist View of Communication | 237 | |
Themes Emerging from AI Research in Language | 239 | |
12 | Learning | 261 |
Restriction to a Combinatoric Space of Encodings | 261 | |
Learning Forces Interactivism | 262 | |
Computational Learning Theory | 273 | |
Induction | 274 | |
Genetic AI | 275 | |
13 | Connectionism | 283 |
Overview | 283 | |
Strengths | 286 | |
Weaknesses | 289 | |
Encodingism | 292 | |
Critiquing Connectionism and AI Language Approaches | 296 | |
14 | Interactivism and Connectionism | 301 |
Interactivism as an Integrating Perspective | 301 | |
Some Interactivist Extensions of Architecture | 304 | |
15 | Foundations of an Interactivist Architecture | 309 |
The Central Nervous System | 310 | |
Properties and Potentialities | 317 | |
16 | Transcending the Impasse | 327 |
Failures of Encodingism | 327 | |
Interactivism | 329 | |
Solutions and Resources | 330 | |
Transcending the Impasse | 331 | |
References | 333 | |
Index | 367 |
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