Kotok-McCarthy

Kotok-McCarthy also known as A Chess Playing Program for the IBM 7090 Computer was the first computer program to play chess convincingly. It is also remembered because it played in and lost the first chess match between two computer programs.

Early Chess Programs at MIT
1957–1958 routines by John McCarthy and Paul W. Abrahams[1] IBM 704
1959–1962 Kotok-McCarthy IBM 7090
1965–1967 The Greenblatt program (Mac Hack) DEC PDP-6
From A Chess Playing Program for the IBM 7090 Computer, Alan Kotok undergraduate thesis, John McCarthy advisor, MIT 1962

Development

Between 1959 and 1962, classmates Elwyn Berlekamp, Alan Kotok, Michael Lieberman, Charles Niessen and Robert A. Wagner wrote the program while students of John McCarthy at the Massachusetts Institute of Technology.

Building on Alex Bernstein's landmark 1957 program[2] created at IBM and on IBM 704 routines by McCarthy and Paul W. Abrahams, they added alpha-beta pruning to minmax at McCarthy's suggestion to improve the plausible move generator. They wrote in Fortran and FAP on scavenged computer time. After MIT received a 7090 from IBM, a single move took five to twenty minutes. By 1962 when they graduated, the program had completed fragments of four games at a level "comparable to an amateur with about 100 games experience".[3] Kotok, at about age 20, published their work in MIT Artificial Intelligence Memo 41 and his bachelor's thesis.[3]

Match with ITEP

In 1965, McCarthy, by then at Stanford University, visited the Soviet Union. A group using the M-2 computer at Alexander Kronrod’s laboratory at the Moscow Institute for Theoretical and Experimental Physics (ITEP) challenged him to a match.[4] Kronrod considered Kotok-McCarthy to be the best program in the United States at the time.[5] Although some of its faults were known in 1965[6] and were corrected in the Greenblatt program at MIT Project MAC, Kotok-McCarthy was no longer in development and was three years out of date.

Georgy Adelson-Velsky, Vladimir Arlazarov, Bitman, Anatoly Uskov and Alexander Zhivotovsky won the correspondence match played by telegraph over nine months in 1966-1967. The Kotok-McCarthy program lost the match by a score of three to one[5] and the first two games were played with a weak version.[7] The ITEP group was advised by Russian chess master Alexander R. Bitman and three-time world champion Mikhail Botvinnik.[8] According to the Computer History Museum, McCarthy "used an improved version"[9] in 1967 but what improvements were made is unknown.

Influence

In 1967 Mac Hack VI[10] by Richard Greenblatt with Donald E. Eastlake III became an honorary member of the United States Chess Federation when a person lost to it in tournament play in Massachusetts. Kronrod lost his directorship at ITEP and his professorship because of complaints from physics users that ITEP mathematics resources were being used for gaming. Mikhail Donskoy, Arlazarov and Uskov developed the ITEP program into Kaissa at the Institute of Control Sciences and in 1974, it became the world computer chess champion.[11] Debate continued[12] some forty years after the first test, about whether the Shannon[13] Type A brute force approach, used by ITEP, is superior to the Type B selective strategy, used by Kotok-McCarthy.[7] The success of programs such as Northwestern University's Chess 4.5, which used the Type A strategy[14][15], however, led to the Type A strategy being favored, at least for projects where playing strength, and not insight into human thought processes, was the goal[16]. Recently, however, chess programs which make use of neural networks to evaluate positions, such as Giraffe, Alpha Chess Zero and Leela Chess Zero, make use of Monte Carlo Tree Search in order to allow a deeper search by not evaluating every position.

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See also

Notes
  1. McCarthy, John (1996). "LISP prehistory - Summer 1956 through Summer 1958". Retrieved 2006-12-09.
  2. Mastering the Game: A History of Computer Chess, Computer History Museum (September 2005). "Opening Moves: Origins of Computer Chess". Retrieved 2006-12-17.
  3. Kotok, Alan (3 December 2004). "MIT Artificial Intelligence Memo 41". Retrieved 2006-12-08.
  4. McCarthy, John (8 September 2005). The History of Computer Chess: An AI Perspective (Google Video). Mountain View, CA, USA: Computer History Museum. Retrieved 2006-12-08.. McCarthy begins at 0:43:48.
  5. E.M. Landis, I.M. Yaglom, Remembering A.S. Kronrod, English translation by Viola Brudno. W. Gautschi (ed.) [written for Uspekhi Matematicheskikh Nauk, English publication Math. Intelligencer (2002), 22-30], available at Stanford University School of Engineering SCCM-00-01 Archived 2007-06-13 at the Wayback Machine (PostScript). Retrieved on 19 December 2006
  6. Greenblatt, Richard D. (12 January 2005). "Oral History of Richard Greenblatt" (PDF). Computer History Museum. Archived from the original (PDF) on 27 September 2011. Retrieved 2006-07-01. Cite journal requires |journal= (help)
  7. Brudno, Michael (May 2000). "Competitions, Controversies, and Computer Chess" (PDF). Retrieved 2006-12-09. Cite journal requires |journal= (help)
  8. Gift of Monroe Newborn (photographer) (1980). "International Grandmaster and World Champion Mikhail Botvinnik in Moscow". Computer History Museum accession number 102645357. Retrieved 2006-12-24.
  9. Photo: John McCarthy, artificial intelligence pioneer, playing chess at Stanford's IBM 7090, Unknown photographer. Courtesy of Stanford University. (1967). "Computer History Museum accession number L062302006". Retrieved 2006-12-22.
  10. Greenblatt, Richard D., Eastlake, Donald E. III, and Crocker, Stephen D. (1969). "The Greenblatt Chess Program" (PDF). Massachusetts Institute of Technology. Retrieved 2006-07-01. Cite journal requires |journal= (help)CS1 maint: multiple names: authors list (link)
  11. Photo: Arlazarov, Uskov, and Donskoy in Moscow, Unknown photographer. Gift of M.M. Newborn. (1980). "Computer History Museum accession number 102645411". Retrieved 2006-12-18.
  12. Newborn, Monty (28 February 2005). "Oral History of Monty Newborn" (PDF). Computer History Museum. Retrieved 2006-12-17. Cite journal requires |journal= (help)
  13. Shannon, Claude E. (March 1950). "Programming a Computer for Playing Chess" (PDF). Philosophical Magazine. 7th Series. 41 (314). Archived from the original (PDF) on 2010-03-15. Retrieved 2006-07-01.
  14. KORF, Richard E. (1985). "Depth-first iterative deepening" (PDF). Cite journal requires |journal= (help)
  15. Frey, Peter W; Atkin, Larry R (October 1978). "Creating a Chess Player / An Essay on Human and Computer Chess Skill". BYTE. p. 182. Retrieved 17 October 2013.
  16. Heath, David and Allum, Derek (April 1997). "The Historical Development of Computer Chess and its Impact on Artificial Intelligence" (PDF). Retrieved 2018-11-24. Cite journal requires |journal= (help)CS1 maint: multiple names: authors list (link)

References
  • Kotok, Alan (June 1962). "A chess playing program for the IBM 7090". Massachusetts Institute of Technology. Dept. of Electrical Engineering. hdl:1721.1/17406. Missing or empty |url= (help)
  • MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) (n.d.). "A Chess Playing Program (AIM-41)". Massachusetts Institute of Technology, CSAIL Digital Archive - Artificial Intelligence Laboratory Series. Archived from the original on 2006-09-13. Retrieved 2006-12-24.
  • AIM-41 PostScript. Retrieved on 24 December 2006.
  • AIM-41 PDF. Retrieved on 24 December 2006.
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