Cognitive task analysis: a proposal to model reactive behaviours

A tentative analysis and design of behaviours to be implemented in robots has been developed. For that purpose we have analysed the human behaviour of the person who executes the robot task. Afterwards we have transferred this analysis to the robot in charge of the same task. The cognitive task analysis, a powerful tool coming from cognitive psychology, has been used to study the behaviour granularity of the robots. This analysis is of paramount importance because the implementation of more sophisticated robot behaviours depends on the appropriate selection of the basic robot behaviours. The paper introduces a brief explanation of different types of robot architectures, and our motivation, to give, later on, some ideas concerning the cognitive task analysis and the used methods; finally, as an example, the behaviour of a postman is modelled by using those tools to get the necessary behaviours for a robot in charge of that task.

[1]  Jacques Ferber,et al.  Using reactive multi-agent systems in simulation and problem solving , 1992 .

[2]  R. A. Brooks,et al.  Intelligence without Representation , 1991, Artif. Intell..

[3]  Ira P. Goldstein,et al.  The genetic graph: a representation for the evolution of procedural knowledge , 1979 .

[4]  Ana Lilia Laureano Cruces,et al.  REACTIVE AGENT DESIGN FOR INTELLIGENT TUTORING SYSTEMS , 2000 .

[5]  Joan M. Ryder,et al.  Integrating cognitive task analysis into instructional systems development , 1993 .

[6]  Renée Elio,et al.  Modeling Novice-to-Expert Shifts in Problem-Solving Strategy and Knowledge Organization , 1990, Cogn. Sci..

[7]  Ana Lilia Laureano-Cruces,et al.  Multi-Agent Architecture for Intelligent Tutoring Systems , 1998, Interact. Learn. Environ..

[8]  Ana Lilia Laureano Cruces,et al.  Multi-Agent Architecture for Intelligent Tutoring Systems , 1998 .

[9]  Lynn Andrea Stein,et al.  Imagination and situated cognition , 1991, J. Exp. Theor. Artif. Intell..

[10]  Mohamed El Alami Hassoun Entorno inteligente de simulación para el aprendizaje , 1998 .

[11]  Richard E. Redding Cognitive Task Analysis for Human Resources Management in Aviation: Personnel Selection, Training, and Evaluation , 1995 .

[12]  M.C. Garcia-Alegre,et al.  Complex behaviour generation on autonomous robots: a case study , 1995, 1995 IEEE International Conference on Systems, Man and Cybernetics. Intelligent Systems for the 21st Century.

[13]  B. Fletcher,et al.  Development of a virtual environment based training system for ROV pilots , 1996, OCEANS 96 MTS/IEEE Conference Proceedings. The Coastal Ocean - Prospects for the 21st Century.

[14]  Grady Booch,et al.  Object-Oriented Design with Applications , 1990 .

[15]  M. Ghallab Le robot qui décide seul , 1993 .

[16]  Rodney A. Brooks,et al.  A Robust Layered Control Syste For A Mobile Robot , 2022 .

[17]  Richard E. Redding Perspectives on Cognitive Task-Analysis: The State of the State of the Art , 1989 .

[18]  Barbara Brecht,et al.  Student Models: The Genetic Graph Approach , 1988, Int. J. Man Mach. Stud..

[19]  Rodney A. Brooks,et al.  Intelligence Without Reason , 1991, IJCAI.

[20]  Lynn Andrea Stein Postmodular Systems: Architectural Principles for Cognitive Robotics , 1997, Cybern. Syst..

[21]  Ana Lilia Laureano-Cruces,et al.  Reactive Agent Design for Intelligent Tutoring Systems , 2000, Cybern. Syst..

[22]  A. L. L. Cruces Multiagentes en el diseño de un sistema de enseñanza inteligente , 1997 .

[23]  Pattie Maes,et al.  Designing autonomous agents: Theory and practice from biology to engineering and back , 1990, Robotics Auton. Syst..

[24]  Harold S. Blackman Overview: The Use of Think Aloud Verbal Protocols for the Identification of Mental Models , 1988 .

[25]  Jacques Ferber,et al.  L'INTELLIGENCE ARTIFICIELLE DISTRIBUEE , 1991 .

[26]  E. Gagné The cognitive psychology of school learning , 1985 .

[27]  Richard E. Redding A Standard Procedure for Conducting Cognitive Task Analysis. , 1992 .

[28]  S. Gott Chapter 3: Apprenticeship Instruction for Reai-World Tasks: The Coordination of Procedures, Mental Models, and Strategies , 1988 .