Using an Explicit Model of Teamwork in RoboCup-97

Team ISIS (ISI Synthetic) successfully participated in the first international RoboCup soccer tournament (RoboCup'97) held in Nagoya, Japan, in August 1997. ISIS won the third-place prize in over 30 teams that participated in the simulation league of RoboCup'97 (the most popular among the three RoboCup'97 leagues. In terms of research accomplishments, ISIS illustrated the usefulness of an explicit model of teamwork both in terms of reduced development time and improved teamwork flexibility. ISIS also took some initial steps towards learning of individual player skills. This paper discusses the design of ISIS in detail, with particular emphasis on its novel approach to teamwork.

[1]  R. James Firby,et al.  An Investigation into Reactive Planning in Complex Domains , 1987, AAAI.

[2]  A. Newell Unified Theories of Cognition , 1990 .

[3]  Hector J. Levesque,et al.  On Acting Together , 1990, AAAI.

[4]  Allen Newell,et al.  A Preliminary Analysis of the Soar Architecture as a Basis for General Intelligence , 1991, Artif. Intell..

[5]  J. Ross Quinlan,et al.  C4.5: Programs for Machine Learning , 1992 .

[6]  Anand S. Rao,et al.  An architecture for real-time reasoning and system control , 1992, IEEE Expert.

[7]  E. Elkhammas Honesty, accepting criticism, common goals and teamwork spirit are the basics for building working teams , 2007, The Libyan journal of medicine.

[8]  Alberto Maria Segre,et al.  Programs for Machine Learning , 1994 .

[9]  Milind Tambe,et al.  Intelligent Agents for Interactive Simulation Environments , 1995, AI Mag..

[10]  Milind Tambe Teamwork in Real-World, Dynamic Environments. , 1996 .

[11]  Philip R. Cohen,et al.  Toward a Semantics for an Agent Communications Language Based on Speech-Acts , 1996, AAAI/IAAI, Vol. 1.

[12]  Milind Tambe,et al.  Agent Architectures for Flexible, Practical Teamwork , 1997, AAAI/IAAI.

[13]  Hiroaki Kitano,et al.  The RoboCup Synthetic Agent Challenge 97 , 1997, IJCAI.

[14]  Hiroaki Kitano,et al.  RoboCup: The Robot World Cup Initiative , 1997, AGENTS '97.

[15]  Milind Tambe,et al.  Towards Flexible Teamwork , 1997, J. Artif. Intell. Res..

[16]  Manuela M. Veloso,et al.  Towards collaborative and adversarial learning: a case study in robotic soccer , 1998, Int. J. Hum. Comput. Stud..