A Characterization of the Utility of Using Artificial Intelligence to Test Two Artificial Intelligence Systems

Other literature type, Article English OPEN
Straub, Jeremy; Huber, Justin;
(2013)
  • Publisher: Multidisciplinary Digital Publishing Institute
  • Journal: Computers (issn: 2073-431X)
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.3390/computers2020067
  • Subject: testing artificial intelligence systems | using artificial intelligence for testing | Electronic computers. Computer science | artificial intelligence test case generation | QA75.5-76.95 | artificial intelligence

An artificial intelligence system, designed for operations in a real-world environment faces a nearly infinite set of possible performance scenarios. Designers and developers, thus, face the challenge of validating proper performance across both foreseen and unforeseen ... View more
  • References (32)
    32 references, page 1 of 4

    1. Halawani, S. Safety Issues of computer Failure. Technical Report. Available online: http://amubaraki.kau.edu.sa/Files/830/Researches/55979_26288.doc (accessed on December 7, 2012).

    2. AdiSrikanth; Kulkarni, N.J.; Naveen, K.V.; Singh, P.; Srivastava, P.R. Test Case Optimization Using Artificial Bee Colony Algorithm. In Proceedings of ACC 2011, Part III, CCIS 192, Springer Verlag: New York, NY, 2011; pp. 570-579.

    3. Mondada, F.; Floreano, D. Evolution of neural control structures: some experiments on mobile robots. Robotics Auton. Syst. 1995, 16, 183-195.

    4. Felgenbaum, E.A. The Art of Artificial Intelligence, Stanford University Technical Report, STANCS-77-621, Stanford University: Cambridge, MA, 1977.

    5. Chandrasekaran, B. On Evaluating AI Systems for Medical Diagnosis. The AI Magazine 1983, 48, 34-37.

    6. Cholewinski, P.; Marek, V.W.; Mikitiuk, A.; Truszczynski, M. Computing with Default Logic. Artif. Intell. 1999, 112, 105-146.

    7. Brooks, R.A. Artificial Life and Real Robots. MIT Artificial Intelligence Laboratory: Cambridge, MA, USA (in press).

    8. Boooks, R.A. Elephants Don't Play Chess. In Designing Autonomous Agents: Theory and Practice from Biology to Engineering and Back; Maes, P., Ed.; MIT Press: Cambridge, MA, USA,1990.

    9. Brooks, R.A. Intelligence Without Reason. In Proceedings of the International Joint Conferences on Artificial Intelligence; Morgan Kaufmann Publishers: San Francisco, CA, USA, 1991; pp. 569- 595.

    10. Brooks, R.A. New Approaches to Robotics. Science 1991, 253, 1227-1232.

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