Patrick Winston

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Patrick Winston [1]

Patrick Henry Winston,
an American computer scientist and professor of Artificial Intelligence at Massachusetts Institute of Technology, where he already obtained his Ph.D. in 1970 under Marvin Minsky, concerning the difficulty of machine learning [2] [3]. His book Artificial Intelligence covers the broad range of AI-Issues [4], including Search, Alpha-Beta and Learning. Winston is also author of various books on Programming Languages, such as Java, Smalltalk, C, C++ and Lisp [5].

Selected Publications

[6] [7]

1970 ...

1980 ...

1990 ...

2000 ...

2010 ...

External Links

  1. Introduction and Scope
  2. Reasoning: Goal Trees and Problem Solving
  3. Reasoning: Goal Trees and Rule-Based Expert Systems
  4. Search: Depth-First, Hill Climbing, Beam
  5. Search: Optimal, Branch and Bound, A*
  6. Search: Games, Minimax, and Alpha-Beta [8] [9]
  7. Constraints: Interpreting Line Drawings
  8. Constraints: Search, Domain Reduction
  9. Constraints: Visual Object Recognition
  10. Introduction to Learning, Nearest Neighbors
  11. Learning: Identification Trees, Disorder
  12. Learning: Neural Nets, Back Propagation
  13. Learning: Genetic Algorithms
  14. Learning: Sparse Spaces, Phonology
  15. Learning: Near Misses, Felicity Conditions
  16. Learning: Support Vector Machines
  17. Learning: Boosting
  18. Representations: Classes, Trajectories, Transitions
  19. Architectures: GPS, SOAR, Subsumption, Society of Mind
  20. AI business, not available
  21. Probabilistic Inference I
  22. Probabilistic Inference II
  23. Model Merging, Cross-Modal Coupling, Course Summary


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