Active mental entities: a new approach to building intelligent autonomous agents

In order to design and realize intelligent autonomous agents, a very active research trend has concentrated its attention on the study of models of mental activity, encompassing the explicit representation of mental attitudes such as beliefs, desires and intentions. In such studies mental attitudes are normally represented as data structures on which a so-called interpreter operates determining the overall agent behavior. In this article we propose an original point of view about mental activity modeling, founded on two basic claims: i) mental attitudes should be regarded as autonomous active entities; ii) an intelligent agent should be conceived as distributed structure, where global behavior is produced by interactions among active mental entities.

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

[2]  M. Minsky The Society of Mind , 1986 .

[3]  P. Maes Modeling adaptive autonomous agents , 1993 .

[4]  Martha E. Pollack,et al.  Introducing the Tileworld: Experimentally Evaluating Agent Architectures , 1990, AAAI.

[5]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[6]  David Chapman,et al.  Pengi: An Implementation of a Theory of Activity , 1987, AAAI.

[7]  Francesco Mondada,et al.  Mobile Robot Miniaturisation: A Tool for Investigation in Control Algorithms , 1993, ISER.

[8]  Michael P. Georgeff,et al.  Decision-Making in an Embedded Reasoning System , 1989, IJCAI.

[9]  Anand S. Rao,et al.  Modeling Rational Agents within a BDI-Architecture , 1997, KR.

[10]  Martha E. Pollack,et al.  The Uses of Plans , 1992, Artif. Intell..

[11]  Yoav Shoham,et al.  Agent-Oriented Programming , 1992, Artif. Intell..

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

[13]  Anand S. Rao,et al.  BDI Agents: From Theory to Practice , 1995, ICMAS.

[14]  Pattie Maes,et al.  Artificial life meets entertainment: lifelike autonomous agents , 1995, CACM.

[15]  David J. Israel,et al.  Plans and resource‐bounded practical reasoning , 1988, Comput. Intell..

[16]  Philip E. Agre,et al.  The dynamic structure of everyday life , 1988 .

[17]  Hector J. Levesque,et al.  Intention is Choice with Commitment , 1990, Artif. Intell..

[18]  MaesPattie Artificial life meets entertainment , 1995 .

[19]  Amy L. Lansky,et al.  Reactive Reasoning and Planning , 1987, AAAI.