Difference between revisions of "Patrick Winston"
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'''Patrick Henry Winston''',<br/> | '''Patrick Henry Winston''',<br/> | ||
| − | 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]], | + | 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 [[Learning|machine learning]] <ref>[https://en.wikipedia.org/wiki/Patrick_Winston Patrick Winston from Wikipedia]</ref> <ref>[[Patrick Winston]] ('''1970'''). '' Learning Structural Descriptions from Examples''. Ph.D. thesis, [[Massachusetts Institute of Technology|MIT]]</ref>. |
His book ''Artificial Intelligence'' covers the broad range of AI-Issues <ref>[http://people.csail.mit.edu/phw/Books/AITABLE.HTML The Table of Contents for Artificial Intelligence]</ref>, including [[Search]], [[Alpha-Beta]] and [[Learning]]. | His book ''Artificial Intelligence'' covers the broad range of AI-Issues <ref>[http://people.csail.mit.edu/phw/Books/AITABLE.HTML The Table of Contents for Artificial Intelligence]</ref>, including [[Search]], [[Alpha-Beta]] and [[Learning]]. | ||
Winston is also author of various books on [[Programming|Programming Languages]], such as [[Java]], [[Smalltalk]], [[C]], [[Cpp|C++]] and [[Lisp]] <ref>[http://people.csail.mit.edu/phw/Books/index.html Books by Patrick Henry Winston and Friends]</ref>. | Winston is also author of various books on [[Programming|Programming Languages]], such as [[Java]], [[Smalltalk]], [[C]], [[Cpp|C++]] and [[Lisp]] <ref>[http://people.csail.mit.edu/phw/Books/index.html Books by Patrick Henry Winston and Friends]</ref>. | ||
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# <span id="Lecture_22"></span>[https://www.youtube.com/watch?v=EC6bf8JCpDQ Probabilistic Inference II] | # <span id="Lecture_22"></span>[https://www.youtube.com/watch?v=EC6bf8JCpDQ Probabilistic Inference II] | ||
# <span id="Lecture_23"></span>[https://www.youtube.com/watch?v=XPEJg_6Cg6o Model Merging, Cross-Modal Coupling, Course Summary] | # <span id="Lecture_23"></span>[https://www.youtube.com/watch?v=XPEJg_6Cg6o Model Merging, Cross-Modal Coupling, Course Summary] | ||
| − | * <span id="Lecture_12b"></span>[https://www.youtube.com/watch?v=VrMHA3yX_QI Deep Neural Nets] (12b 6. | + | * <span id="Lecture_12b"></span>[https://www.youtube.com/watch?v=VrMHA3yX_QI Deep Neural Nets] (12b 6.034 Fall 2015)<br/>{{#evu:https://www.youtube.com/watch?v=VrMHA3yX_QI|alignment=left|valignment=top}} |
=References= | =References= | ||
Latest revision as of 20:36, 7 January 2019
Home * People * Patrick Winston
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
1970 ...
- Patrick Winston (1970). Learning Structural Descriptions from Examples. Ph.D. thesis, MIT
- Patrick Winston (1975). The Psychology of Computer Vision. McGraw-Hill
- Patrick Winston (1976). The psychology of computer vision. Pattern Recognition, Vol. 8, No. 3
- Azriel Rosenfeld, Jerome A. Feldman, Laveen N. Kanal, Patrick H. Winston (1977). AI and Pattern Recognition. IJCAI 1977
- Patrick Winston (1978). Dealing with Adversaries. Personal Computing, Vol. 2, No. 11, pp. 30, November 1978 » Alpha-Beta
- Patrick Winston (1984). Artificial Intelligence. 1st Edition, Addison-Wesley
1980 ...
- Patrick Winston (1980). Learning and Reasoning by Analogy. Communications of the ACM, Vol. 23, No. 12
- Patrick Winston (1983). Artificial Intelligence Research at the Artificial Intelligence Laboratory, Massachusetts Institute of Technology. AI Magazine, Vol. 4, No. 2
- Patrick Winston (1984). Artificial Intelligence. 2nd Edition, Addison-Wesley
- Ryszard Michalski, Patrick Winston (1986). Variable Precision Logic. Artificial Intelligence, Vol. 29, pdf
- Patrick Winston, Berthold K. P. Horn (1989). LISP. 3rd Edition, Addison-Wesley
1990 ...
- Patrick Winston (1992). Artificial Intelligence. 3rd Edition, Pearson
- Patrick Winston (1995). On To C++. 2nd Edition, online
- Patrick Winston (1997). On To Smalltalk. Addison-Wesley
2000 ...
- Patrick Winston (2001). On To Java. 3rd Edition, Pearson
- Nicholas L. Cassimatis, Erik T. Mueller, Patrick Winston (2006). Achieving Human-Level Intelligence through Integrated Systems and Research: Introduction to This Special Issue. AI Magazine, Vol. 27, No. 2
2010 ...
- Patrick Winston (2011). The Strong Story Hypothesis and the Directed Perception Hypothesis. AAAI Advances in Cognitive Systems 2011
- Patrick Winston (2015). Model-based Story Summary. 6th International Workshop on Computational Models of Narrative
- Patrick Henry Winston (2016). Marvin L. Minsky (1927-2016). Nature, Vol. 530 » Marvin Minsky
External Links
- Patrick Henry Winston Homepage
- Patrick Winston from Wikipedia
- Patrick Winston - The Mathematics Genealogy Project
- Lecture Videos | Artificial Intelligence | Electrical Engineering and Computer Science | MIT OpenCourseWare, MIT 6.034 Artificial Intelligence, by Patrick Winston, Fall 2010, YouTube Videos
- Introduction and Scope
- Reasoning: Goal Trees and Problem Solving
- Reasoning: Goal Trees and Rule-Based Expert Systems
- Search: Depth-First, Hill Climbing, Beam
- Search: Optimal, Branch and Bound, A*
- Search: Games, Minimax, and Alpha-Beta [8] [9]
- Constraints: Interpreting Line Drawings
- Constraints: Search, Domain Reduction
- Constraints: Visual Object Recognition
- Introduction to Learning, Nearest Neighbors
- Learning: Identification Trees, Disorder
- Learning: Neural Nets, Back Propagation
- Learning: Genetic Algorithms
- Learning: Sparse Spaces, Phonology
- Learning: Near Misses, Felicity Conditions
- Learning: Support Vector Machines
- Learning: Boosting
- Representations: Classes, Trajectories, Transitions
- Architectures: GPS, SOAR, Subsumption, Society of Mind
- AI business, not available
- Probabilistic Inference I
- Probabilistic Inference II
- Model Merging, Cross-Modal Coupling, Course Summary
- Deep Neural Nets (12b 6.034 Fall 2015)
References
- ↑ How to Speak: 7 Speaking Tips from Patrick Henry Winston
- ↑ Patrick Winston from Wikipedia
- ↑ Patrick Winston (1970). Learning Structural Descriptions from Examples. Ph.D. thesis, MIT
- ↑ The Table of Contents for Artificial Intelligence
- ↑ Books by Patrick Henry Winston and Friends
- ↑ Books by Patrick Henry Winston and Friends
- ↑ dblp: Patrick Henry Winston
- ↑ Computer Learns to Hack Chess by Al Williams, Hackaday, October 02, 2015 » Giraffe
- ↑ Chess hackery by Steven Edwards, CCC, October 02, 2015
