Turochamp

A chess program developed by Alan Turing and David Champernowne in 1948. It was created as part of research by the pair into computer science and machine learning. Capable of playing an entire chess game against a human player at a low level of play by calculating all potential moves and all potential player moves in response, as well as some further moves it deems considerable. It then assigns point values to each game state, and selects the move resulting in the highest point value. The earliest known computer game to enter development, but was never completed by Turing and Champernowne, as its algorithm was too complex to be run by the early computers of the time such as the Automatic Computing Engine. Turing attempted to convert the program into executable code for the 1951 Ferranti Mark 1 computer in Manchester, but was unable to do so. Turing played a match against computer scientist Alick Glennie using the program in the summer of 1952, executing it manually step by step, but by his death in 1954 had still been unable to run the program on an actual computer. Champernowne did not continue the project, and the original program was not preserved. Despite never being run on a computer, the program is both a candidate for the first chess program and video game; several other chess programs were designed or proposed around the same time, including another one which Turing unsuccessfully tried to run on the Ferranti Mark 1. Chess, the first successful chess program, was also developed for the Mark 1 in 1951 and took direct inspiration from Turochamp, but was only capable of solving "mate-in-two" problems. A recreation of Turochamp was constructed in 2012 for the Alan Turing Centenary Conference. This version was used in a match with chess grandmaster Garry Kasparov, who gave a keynote at the conference.

• Title — Turochamp • Developer — Alan Turing, David Champernowne • Genre — Computer chess • Modes — Single-player

Turochamp simulates a game of chess against the player by accepting the player's moves as input and outputting its move in response. The program's algorithm uses a heuristic to determine the best move to make, calculating all potential moves that it can make, then all of the potential player responses that could be made in turn, as well as further "considerable" moves, such as captures of undefended pieces, recaptures, and the capture of a piece of higher value by one of lower value. The program then assigns a point value to each resulting state, then makes the move with the highest resulting points, employing a minimax algorithm to do so. Points are determined based on several criteria, such as the mobility of each piece, the safety of each piece, the threat of checkmate, the value of the player's piece if taken, and several other factors. Different moves are given different point values; for example taking the queen is given 10 points but a pawn only one point, and placing the king in check is given a point or half of a point based on the layout of the board. According to Champernowne, the algorithm is primarily designed around the decision to take a piece or not; according to Turing, the resulting gameplay produces a low level game of chess, which he considered commensurate with his self-described average skill level at the game.

• Illustration — Alan Turing in the 1930s Alan Turing was an English mathematician, computer scientist, logician, cryptanalyst, philosopher and theoretical biologist. Turing was highly influential in the development of theoretical computer science, providing a formalisation of the concepts of algorithm and computation with the Turing machine, which can be considered a model of a general-purpose computer. Turing is widely considered to be the father of theoretical computer science and artificial intelligence. Beginning in 1941, while working in wartime cryptanalysis at Bletchley Park, Turing began to discuss with his colleagues the possibility of a machine being able to play chess or perform other "intelligent" tasks, as well as the idea of a computer solving a problem by searching through all possible solutions using a heuristic or algorithm. Some of Turing's cryptanalysis work, such as on the Bombe, was done through this model of a computing machine searching through possibilities for a solution. He continued to discuss the idea with his colleagues throughout the war, such as with economic statistician D. G. Champernowne in 1944, and by 1945 he was convinced that a machine capable of performing general computations would be theoretically capable of replicating anything a human brain could do, including playing chess. After World War II, Turing worked at the National Physical Laboratory (NPL), where he designed the Automatic Computing Engine (ACE), among the first designs for a stored-program computer. In 1946, Turing wrote a report for the NPL entitled "Proposed Electronic Calculator" that described several projects that he planned to use the ACE for; one of these was a program to play chess. He gave a reading at the London Mathematical Society the following year in which he presented the idea that a machine programmed to play chess could learn on its own and acquire its own experience. Subsequently, in 1948, he wrote a new report for the NPL, entitled "Intelligent Machinery", which suggested a form of imitation chess. In the late summer of 1948 Turing and Champernowne, then his colleague at King's College, Cambridge, devised a system of theoretical rules to determine the next move of a chess game. They designed a program that would enact an algorithm that would follow these rules, though the program was too complex to able to be run on the ACE or any other computer of the time. The program was named Turochamp, a combination of their surnames. It is sometimes misreported as "Turbochamp". According to Champernowne, his wife played a simulated game against the program, nicknamed the "paper machine", and lost. Turing attempted to convert the program into executable code for the 1951 Ferranti Mark 1 computer in Manchester, but was unable to do so due to the complexity of the code. According to Jack Copeland, author of several books on Turing, he was not concerned that the program could not be run, as he was convinced that the speed and sophistication of computers would soon rise to make it possible. That same year, he wrote a paper describing how the program's algorithm worked, though he did not name the program, which was republished in 1953 in the book Faster Than Thought. In the summer of 1952, Turing played a match against computer scientist Alick Glennie using the program, executing it manually step by step. The match, which was recorded, had the Turochamp program losing to Glennie in 29 moves, with each of the program's moves taking up to 30 minutes to evaluate. Although the match demonstrated that the program could viably play against a human in a full game, it was not run on an actual computer before Turing's death in 1954.