David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Ezio Di Nucci
Jack Alan Reynolds
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Foundations of Science 1 (2):233-251 (1995)
This paper argues that all discoveries, if they can be viewed as autonomous learning from the environment, share a common process. This is the process of model abstraction involving four steps: act, predict, surprise, and refine, all built on top of the discoverer's innate actions, percepts, and mental constructors. The evidence for this process is based on observations on various discoveries, ranging from children playing to animal discoveries of tools, from human problem solving to scientific discovery. Details of this process can be studied with computer simulations of discovery in simulated environments.
|Keywords||Machine discovery Perceptions Actions Heuristic search Predictions Theory revision|
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References found in this work BETA
Alan M. Turing (1950). Computing Machinery and Intelligence. Mind 59 (October):433-60.
Deepak Kulkarni & Herbert A. Simon (1988). The Processes of Scientific Discovery: The Strategy of Experimentation. Cognitive Science 12 (2):139-175.
Wei-Min Shen & Herbert A. Simon (1993). Fitness Requirements for Scientific Theories Containing Recursive Theoretical Terms. British Journal for the Philosophy of Science 44 (4):641-652.
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