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Created page with "'''Home * People * A. Harry Klopf''' FILE:AHKlopf.jpg|border|right|thumb| A. Harry Klopf <ref>Image from [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Lee..."
'''[[Main Page|Home]] * [[People]] * A. Harry Klopf'''
[[FILE:AHKlopf.jpg|border|right|thumb| A. Harry Klopf <ref>Image from [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [[A. Harry Klopf]] ('''1996'''). ''Reinforcement Learning: An Alternative Approach to Machine Intelligence''. [http://www.leemon.com/papers/1996bhk.pdf pdf]</ref> ]]
'''A. Harry Klopf''',<br/>
an American senior scientist for [[Artificial Intelligence|machine intelligence]], since the early 70s affiliated with the Avionics Directorate, [https://en.wikipedia.org/wiki/Wright_Laboratory Wright Laboratory] and [https://en.wikipedia.org/wiki/Air_Force_Research_Laboratory Air Force Research Laboratory], [https://en.wikipedia.org/wiki/Aeronautical_Systems_Center Aeronautical Systems Center], [https://en.wikipedia.org/wiki/Wright-Patterson_Air_Force_Base Wright-Patterson Air Force Base], [https://en.wikipedia.org/wiki/Ohio Ohio]. His research focused on [[Reinforcement Learning|reinforcement learning]], and [https://en.wikipedia.org/wiki/Adaptive_behavior adaptive behavior] as approaches to the analysis of natural [https://en.wikipedia.org/wiki/Intelligence intelligence] and the synthesis of machine intelligence <ref>"About the Authors" from [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [[A. Harry Klopf]] ('''1996'''). ''Reinforcement Learning: An Alternative Approach to Machine Intelligence''. [http://www.leemon.com/papers/1996bhk.pdf pdf]</ref>. [[Temporal Difference Learning|Temporal difference learning]] has one root in Klopf's work on animal learning psychology <ref>[[A. Harry Klopf]] ('''1972'''). ''Brain Function and Adaptive Systems - A Heterostatic Theory''. [https://en.wikipedia.org/wiki/Air_Force_Cambridge_Research_Laboratories Air Force Cambridge Research Laboratories], Special Reports, No. 133, [http://www.dtic.mil/dtic/tr/fulltext/u2/742259.pdf pdf]</ref> - beside [[Arthur Samuel|Arthur Samuel's]] pioneering work on his self learning [[Checkers]] player in the late 50s <ref>[[Arthur Samuel]] ('''1959'''). ''[http://domino.watson.ibm.com/tchjr/journalindex.nsf/600cc5649e2871db852568150060213c/39a870213169f45685256bfa00683d74!OpenDocument Some Studies in Machine Learning Using the Game of Checkers]''. IBM Journal July 1959</ref> <ref> [[Richard Sutton]], [[Andrew Barto]] ('''1998'''). ''[http://www.incompleteideas.net/sutton/book/the-book.html Reinforcement Learning: An Introduction]''. [https://en.wikipedia.org/wiki/MIT_Press MIT Press], [https://webdocs.cs.ualberta.ca/~sutton/book/ebook/node70.html 6.10 Bibliographical and Historical Remarks]</ref>.
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/k/Klopf:A=_Harry dblp: A. Harry Klopf]</ref>
==1970 ...==
* [[A. Harry Klopf]] ('''1972'''). ''Brain Function and Adaptive Systems - A Heterostatic Theory''. [https://en.wikipedia.org/wiki/Air_Force_Cambridge_Research_Laboratories Air Force Cambridge Research Laboratories], Special Reports, No. 133, [http://www.dtic.mil/dtic/tr/fulltext/u2/742259.pdf pdf] <ref> [https://en.wikipedia.org/wiki/Heterostasis_%28cybernetics%29 Heterostasis from Wikipedia]</ref>
* [[A. Harry Klopf]] ('''1975'''). ''[http://dl.acm.org/citation.cfm?id=1045237 A Comparison of Natural and Artificial Intelligence]''. [[ACM#SIG|ACM SIGART Bulletin]], No. 52
==1980 ...==
* [[A. Harry Klopf]] ('''1982'''). ''The Hedonistic Neuron: A Theory of Memory, Learning, and Intelligence''. Hemisphere Publishing Corporation, [[University of Michigan]] <ref>[https://en.wikipedia.org/wiki/Hedonism Hedonism from Wikipedia]</ref>
* [[A. Harry Klopf]] ('''1987'''). ''[http://www.dtic.mil/docs/citations/ADA188378 A Neuronal Model of Classical Conditioning]''. Technical Report, [https://en.wikipedia.org/wiki/Wright_Laboratory Air Force Wright Aeronautical Laboratories] <ref>[https://en.wikipedia.org/wiki/Classical_conditioning Classical conditioning from Wikipedia]</ref>
* [[A. Harry Klopf]] ('''1988'''). ''[http://link.springer.com/chapter/10.1007%2F978-1-4757-9610-0_21 A Theoretical Neuronal Learning Mechanism That Predicts the Basic Categories of Classical Conditioning Phenomena]''. in [http://link.springer.com/book/10.1007/978-1-4757-9610-0 Cellular Mechanisms of Conditioning and Behavioral Plasticity]
==1990 ...==
* [[A. Harry Klopf]], Scott E. Weaver, James S. Morgan ('''1993'''). ''[http://adb.sagepub.com/content/1/3/263.abstract A Hierarchical Network of Control Systems that Learn: Modeling Nervous System Function During Classical and Instrumental Conditioning]''. [https://en.wikipedia.org/wiki/Adaptive_Behavior_%28journal%29 Adaptive Behavior], Vol. 1, No. 3
* [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [[A. Harry Klopf]] ('''1995'''). ''Reinforcement Learning Applied to a Differential Game''. [https://en.wikipedia.org/wiki/Adaptive_Behavior_%28journal%29 Adaptive Behavior], Vol. 4, No. 1, [http://www.leemon.com/papers/1995hbk.pdf pdf]
* [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [[A. Harry Klopf]] ('''1996'''). ''Reinforcement Learning: An Alternative Approach to Machine Intelligence''. [http://www.leemon.com/papers/1996bhk.pdf pdf]
==2000 ...==
* [http://dblp.uni-trier.de/pers/hd/j/Johnson:Jeffrey_D= Jeffrey D. Johnson], [http://dblp.uni-trier.de/pers/hd/l/Li:Wei Wei Li], [http://dblp.uni-trier.de/pers/hd/l/Li:Jinghong Jinghong Li], [[A. Harry Klopf]] ('''2001'''). ''[http://adb.sagepub.com/content/9/2/91.citation A Computational Model of Learned Avoidance Behavior in a One-Way Avoidance Experiment]''. [https://en.wikipedia.org/wiki/Adaptive_Behavior_%28journal%29 Adaptive Behavior], Vol. 9, No. 2
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:AHKlopf.jpg|border|right|thumb| A. Harry Klopf <ref>Image from [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [[A. Harry Klopf]] ('''1996'''). ''Reinforcement Learning: An Alternative Approach to Machine Intelligence''. [http://www.leemon.com/papers/1996bhk.pdf pdf]</ref> ]]
'''A. Harry Klopf''',<br/>
an American senior scientist for [[Artificial Intelligence|machine intelligence]], since the early 70s affiliated with the Avionics Directorate, [https://en.wikipedia.org/wiki/Wright_Laboratory Wright Laboratory] and [https://en.wikipedia.org/wiki/Air_Force_Research_Laboratory Air Force Research Laboratory], [https://en.wikipedia.org/wiki/Aeronautical_Systems_Center Aeronautical Systems Center], [https://en.wikipedia.org/wiki/Wright-Patterson_Air_Force_Base Wright-Patterson Air Force Base], [https://en.wikipedia.org/wiki/Ohio Ohio]. His research focused on [[Reinforcement Learning|reinforcement learning]], and [https://en.wikipedia.org/wiki/Adaptive_behavior adaptive behavior] as approaches to the analysis of natural [https://en.wikipedia.org/wiki/Intelligence intelligence] and the synthesis of machine intelligence <ref>"About the Authors" from [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [[A. Harry Klopf]] ('''1996'''). ''Reinforcement Learning: An Alternative Approach to Machine Intelligence''. [http://www.leemon.com/papers/1996bhk.pdf pdf]</ref>. [[Temporal Difference Learning|Temporal difference learning]] has one root in Klopf's work on animal learning psychology <ref>[[A. Harry Klopf]] ('''1972'''). ''Brain Function and Adaptive Systems - A Heterostatic Theory''. [https://en.wikipedia.org/wiki/Air_Force_Cambridge_Research_Laboratories Air Force Cambridge Research Laboratories], Special Reports, No. 133, [http://www.dtic.mil/dtic/tr/fulltext/u2/742259.pdf pdf]</ref> - beside [[Arthur Samuel|Arthur Samuel's]] pioneering work on his self learning [[Checkers]] player in the late 50s <ref>[[Arthur Samuel]] ('''1959'''). ''[http://domino.watson.ibm.com/tchjr/journalindex.nsf/600cc5649e2871db852568150060213c/39a870213169f45685256bfa00683d74!OpenDocument Some Studies in Machine Learning Using the Game of Checkers]''. IBM Journal July 1959</ref> <ref> [[Richard Sutton]], [[Andrew Barto]] ('''1998'''). ''[http://www.incompleteideas.net/sutton/book/the-book.html Reinforcement Learning: An Introduction]''. [https://en.wikipedia.org/wiki/MIT_Press MIT Press], [https://webdocs.cs.ualberta.ca/~sutton/book/ebook/node70.html 6.10 Bibliographical and Historical Remarks]</ref>.
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/k/Klopf:A=_Harry dblp: A. Harry Klopf]</ref>
==1970 ...==
* [[A. Harry Klopf]] ('''1972'''). ''Brain Function and Adaptive Systems - A Heterostatic Theory''. [https://en.wikipedia.org/wiki/Air_Force_Cambridge_Research_Laboratories Air Force Cambridge Research Laboratories], Special Reports, No. 133, [http://www.dtic.mil/dtic/tr/fulltext/u2/742259.pdf pdf] <ref> [https://en.wikipedia.org/wiki/Heterostasis_%28cybernetics%29 Heterostasis from Wikipedia]</ref>
* [[A. Harry Klopf]] ('''1975'''). ''[http://dl.acm.org/citation.cfm?id=1045237 A Comparison of Natural and Artificial Intelligence]''. [[ACM#SIG|ACM SIGART Bulletin]], No. 52
==1980 ...==
* [[A. Harry Klopf]] ('''1982'''). ''The Hedonistic Neuron: A Theory of Memory, Learning, and Intelligence''. Hemisphere Publishing Corporation, [[University of Michigan]] <ref>[https://en.wikipedia.org/wiki/Hedonism Hedonism from Wikipedia]</ref>
* [[A. Harry Klopf]] ('''1987'''). ''[http://www.dtic.mil/docs/citations/ADA188378 A Neuronal Model of Classical Conditioning]''. Technical Report, [https://en.wikipedia.org/wiki/Wright_Laboratory Air Force Wright Aeronautical Laboratories] <ref>[https://en.wikipedia.org/wiki/Classical_conditioning Classical conditioning from Wikipedia]</ref>
* [[A. Harry Klopf]] ('''1988'''). ''[http://link.springer.com/chapter/10.1007%2F978-1-4757-9610-0_21 A Theoretical Neuronal Learning Mechanism That Predicts the Basic Categories of Classical Conditioning Phenomena]''. in [http://link.springer.com/book/10.1007/978-1-4757-9610-0 Cellular Mechanisms of Conditioning and Behavioral Plasticity]
==1990 ...==
* [[A. Harry Klopf]], Scott E. Weaver, James S. Morgan ('''1993'''). ''[http://adb.sagepub.com/content/1/3/263.abstract A Hierarchical Network of Control Systems that Learn: Modeling Nervous System Function During Classical and Instrumental Conditioning]''. [https://en.wikipedia.org/wiki/Adaptive_Behavior_%28journal%29 Adaptive Behavior], Vol. 1, No. 3
* [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [[A. Harry Klopf]] ('''1995'''). ''Reinforcement Learning Applied to a Differential Game''. [https://en.wikipedia.org/wiki/Adaptive_Behavior_%28journal%29 Adaptive Behavior], Vol. 4, No. 1, [http://www.leemon.com/papers/1995hbk.pdf pdf]
* [http://dblp.uni-trier.de/pers/hd/b/Baird_III:Leemon_C= Leemon C. Baird III], [http://dblp.uni-trier.de/pers/hd/h/Harmon:Mance_E= Mance E. Harmon], [[A. Harry Klopf]] ('''1996'''). ''Reinforcement Learning: An Alternative Approach to Machine Intelligence''. [http://www.leemon.com/papers/1996bhk.pdf pdf]
==2000 ...==
* [http://dblp.uni-trier.de/pers/hd/j/Johnson:Jeffrey_D= Jeffrey D. Johnson], [http://dblp.uni-trier.de/pers/hd/l/Li:Wei Wei Li], [http://dblp.uni-trier.de/pers/hd/l/Li:Jinghong Jinghong Li], [[A. Harry Klopf]] ('''2001'''). ''[http://adb.sagepub.com/content/9/2/91.citation A Computational Model of Learned Avoidance Behavior in a One-Way Avoidance Experiment]''. [https://en.wikipedia.org/wiki/Adaptive_Behavior_%28journal%29 Adaptive Behavior], Vol. 9, No. 2
=References=
<references />
'''[[People|Up one level]]'''
