Architectures and Tools for Human-Like Agents

This paper discusses agent architectures which are describable in terms of the “higher level” mental concepts applicable to human beings, e.g. “believes”, “desires”, “intends” and “feels”. We conjecture that such concepts are grounded in a type of information processing architecture, and not simply in observable behaviour nor in Newell’s knowledge-level concepts, nor Dennett’s “intentional stance.” A strategy for conceptual exploration of architectures in design-space and nichespace is outlined, including an analysis of design tradeoffs. The SIM AGENT toolkit, developed to support such exploration, including hybrid architectures, is describe d briefly.

[1]  John McCarthy,et al.  Making Robots Conscious of Their Mental States , 1995, Machine Intelligence 15.

[2]  Edmund Callis Berkeley,et al.  The computer revolution , 1962 .

[3]  Martin D. Ringle.  Brainstorms: Philosophical Essays on Mind and Psychology , 1982 .

[4]  Daniel C. Dennett,et al.  Brainstorms: Philosophical Essays on Mind and Psychology , 1981 .

[5]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[6]  Aaron Sloman,et al.  What Sort of Architecture is Required for a Human-Like Agent? , 1999 .

[7]  D. Goleman.  Emotional Intelligence: Why It Can Matter More Than IQ , 1995 .

[8]  Aaron Sloman.  Exploration in Design Space , 1994, ECAI.

[9]  Riccardo Poli,et al.  SIM_AGENT: A Toolkit for Exploring Agent Designs , 1995, ATAL.

[10]  Jeremy Baxter,et al.  SIM AGENT two years on , 1998 .

[11]  Darryl N. Davis,et al.  Reactive and Motivational Agents: Towards a Collective Minder , 1997, ATAL.

[12]  Michael Wooldridge,et al.  Intelligent Agents III , 1997 .

[13]  A. Sloman,et al.  Towards a Design-Based Analysis of Emotional Episodes , 1996 .

[14]  Nathan Griffiths,et al.  Intelligent Agents III: Proceedings of the Third International Workshop on Agent Theories, Architectures and Languages , 1997 .

[15]  W. Scott Neal Reilly,et al.  Broad agents , 1991, SGAR.

[16]  Aaron Sloman,et al.  Semantics in an intelligent control system , 1994, Philosophical Transactions of the Royal Society of London. Series A: Physical and Engineering Sciences.

[17]  A. Sloman.  The Computer Revolution in Philosophy: Philosophy, Science, and Models of Mind , 1982 .

[18]  G. Humphreys,et al.  Explorations in Design Space , 1994 .

[19]  John McCarthy,et al.  Ascribing Mental Qualities to Machines , 1979 .

[20]  Allen Newell,et al.  The Knowledge Level , 1989, Artif. Intell..