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xi | |
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xiii | |
| Preface |
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xv | |
| Acknowledgments |
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xvii | |
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1 | (4) |
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2 Evolution and Intelligence |
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5 | (4) |
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9 | (6) |
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9 | (1) |
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2 Stanley Miller's Amino Acids Synthesis |
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10 | (5) |
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4 Artificial Intelligence -- An Overview |
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15 | (16) |
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1 Definitions of Artificial Intelligence |
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16 | (2) |
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16 | (1) |
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16 | (1) |
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17 | (1) |
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17 | (1) |
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2 Theoretical Basis of Artificial Intelligence |
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18 | (5) |
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18 | (1) |
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18 | (1) |
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19 | (2) |
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21 | (1) |
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21 | (2) |
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3 A Strange Example -- the Wumpus-World |
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23 | (3) |
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3.1 Environmental Properties |
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25 | (1) |
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3.2 Perceptual Abilities of the Agent |
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25 | (1) |
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3.3 Action Abilities of the Agent |
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25 | (1) |
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26 | (1) |
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4 Brief History of Artificial Intelligence |
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26 | (5) |
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4.1 Artificial Intelligence in Practice |
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29 | (2) |
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5 Random Walks, Web Crawlers, Machine Learning and Neural Networks |
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31 | (10) |
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31 | (3) |
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34 | (2) |
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36 | (1) |
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37 | (4) |
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6 The Digital Evolutionary Machine |
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41 | (28) |
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1 Definitions of Intelligence |
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43 | (2) |
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44 | (1) |
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1.2 Psychological Definitions |
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44 | (1) |
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1.3 An Alternative Intelligence Definition |
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45 | (1) |
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2 Theoretical Basis of Digital Evolutionary Machine |
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45 | (16) |
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46 | (2) |
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48 | (5) |
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2.3 The Development of Knowledge Base |
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53 | (6) |
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2.4 Individuals versus Multitude |
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59 | (2) |
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61 | (3) |
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3.1 Digital Evolutionary Machines in the Artificial World |
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62 | (1) |
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3.2 Additional Operating Options |
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63 | (1) |
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4 Competition and Cooperation |
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64 | (5) |
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4.1 Regulation Factors of DEMs |
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65 | (4) |
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69 | (26) |
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1 The Artificial World Is the Internet |
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69 | (1) |
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2 DEM System as the Nest of Crawlers |
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70 | (2) |
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72 | (16) |
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73 | (1) |
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3.2 ArtiworldNodes, ContentTypes and Events Tables |
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73 | (1) |
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3.3 The Heart of the DEM System |
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74 | (4) |
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3.4 Displaying and Interpretation of DEMs' Fate |
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78 | (10) |
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88 | (3) |
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5 Future Areas for Research and Development |
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91 | (4) |
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8 Digital Evolutionary Machines in the Wumpus-World |
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95 | (38) |
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1 Short Description of the World |
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99 | (2) |
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1.1 Discovering the World |
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100 | (1) |
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2 Knowledge Base versus Probability |
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101 | (26) |
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120 | (7) |
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9 Conclusion and Consequences |
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127 | (4) |
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131 | (2) |
| References |
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133 | (6) |
| About the Author |
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139 | (2) |
| Index |
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141 | |
