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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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Add Foundational Issues in Artificial Intelligence and Cognitive Science: Impasse and Solution, The book focuses on a conceptual flaw in contemporary artificial intelligence and cognitive science. Many people have discovered diverse manifestations and facets of this flaw, but the central conceptual impasse is at best only partially perceived. Its co, Foundational Issues in Artificial Intelligence and Cognitive Science: Impasse and Solution to the inventory that you are selling on WonderClubX
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Add Foundational Issues in Artificial Intelligence and Cognitive Science: Impasse and Solution, The book focuses on a conceptual flaw in contemporary artificial intelligence and cognitive science. Many people have discovered diverse manifestations and facets of this flaw, but the central conceptual impasse is at best only partially perceived. Its co, Foundational Issues in Artificial Intelligence and Cognitive Science: Impasse and Solution to your collection on WonderClub |