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MIT 6.034 Artificial Intelligence, Fall 2010

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8. Constraints: Search, Domain Reduction

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12a: Neural Nets

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12b: Deep Neural Nets

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4. Search: Depth-First, Hill Climbing, Beam

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10. Introduction to Learning, Nearest Neighbors

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13. Learning: Genetic Algorithms

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14. Learning: Sparse Spaces, Phonology

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1. Introduction and Scope

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2. Reasoning: Goal Trees and Problem Solving

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11. Learning: Identification Trees, Disorder

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7. Constraints: Interpreting Line Drawings

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3. Reasoning: Goal Trees and Rule-Based Expert Systems

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9. Constraints: Visual Object Recognition

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5. Search: Optimal, Branch and Bound, A*

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6. Search: Games, Minimax, and Alpha-Beta

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