Agent-oriented simulation

Metaphors play a key role in computer science and engineering. Agents bring the notion of locality of information (as in object-oriented programming) together with locality of intent or purpose. The relation between multi-agent and simulation systems is multi-facetted. Simulation systems are used to evaluate software agents in virtual dynamic environments. Agents become part of the model design, if autonomous entities in general, and human or social actors in particular shall be modeled. A couple of research projects shall illuminate some of these facets.

[1]  M. Pollack,et al.  Evaluating options in a context , 1998 .

[2]  Daniel Thalmann,et al.  Human Modeling and Animation , 1990 .

[3]  Adelinde M. Uhrmacher,et al.  A system theoretic approach to constructing test beds for multi-agent systems , 2001 .

[4]  Frank Wolter,et al.  Exploring Artificial Intelligence in the New Millenium , 2002 .

[5]  Daniel L. McCue,et al.  A case for document management functions on the Web , 1997, CACM.

[6]  J. Cassell,et al.  Embodied conversational agents , 2000 .

[7]  Shrikanth Narayanan,et al.  Limited domain synthesis of expressive military speech for animated characters , 2002, Proceedings of 2002 IEEE Workshop on Speech Synthesis, 2002..

[8]  D. DeAngelis,et al.  Individual-Based Models and Approaches in Ecology , 1992 .

[9]  Bernard P. Zeigler,et al.  Object-Oriented Simulation with Hierarchical, Modular Models: Intelligent Agents and Endomorphic Systems , 1990 .

[10]  L. Bertalanffy General system theory : foundations, development, applications , 1977 .

[11]  Michael P. Wellman,et al.  The 2001 trading agent competition , 2002, Electron. Mark..

[12]  Ana Paiva,et al.  Affective Interactions: Toward a New Generation of Computer Interfaces? , 2000, IWAI.

[13]  Justine Cassell,et al.  Human conversation as a system framework: designing embodied conversational agents , 2001 .

[14]  Joelle Pineau,et al.  Experiences with a mobile robotic guide for the elderly , 2002, AAAI/IAAI.

[15]  W. Lewis Johnson,et al.  Animated Agents for Procedural Training in Virtual Reality: Perception, Cognition, and Motor Control , 1999, Appl. Artif. Intell..

[16]  James C. Lester,et al.  Deictic and emotive communication in animated pedagogical agents , 2001 .

[17]  James C. Lester,et al.  Animated Pedagogical Agents: Face-to-Face Interaction in Interactive Learning Environments , 2000 .

[18]  Haiping Xu,et al.  A Framework for Model-Based Design of Agent-Oriented Software , 2003, IEEE Trans. Software Eng..

[19]  Justine Cassell,et al.  BEAT: the Behavior Expression Animation Toolkit , 2001, Life-like characters.

[20]  Martha E. Pollack,et al.  A Plan-Based Personalized Cognitive Orthotic , 2002, AIPS.

[21]  D. Wang,et al.  A confidence-score based unsupervised MAP adaptation for speech recognition , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[22]  Stacy Marsella,et al.  Interactive pedagogical drama , 2000, AGENTS '00.

[23]  Randall W. Hill,et al.  Toward a New Generation of Virtual Humans for Interactive Experiences , 2002, IEEE Intell. Syst..

[24]  Bernard P. Zeigler,et al.  Special issue on agents in modeling and simulation: exploiting the metaphor , 2001, Proc. IEEE.

[25]  Hiroaki Kitano,et al.  RoboCup: Today and Tomorrow - What we have learned , 1999, Artif. Intell..

[26]  Adelinde M. Uhrmacher,et al.  Object-Oriented and Agent-Oriented Simulation: Implications for Social Science Application , 1995, Social Science Microsimulation.

[27]  Peter Fritzson,et al.  Modelica - A Unified Object-Oriented Language for System Modelling and Simulation , 1998, ECOOP.

[28]  Ronald Lee,et al.  Population dynamics: Equilibrium, disequilibrium, and consequences of fluctuations , 1993 .

[29]  Nicholas R. Jennings,et al.  A Roadmap of Agent Research and Development , 2004, Autonomous Agents and Multi-Agent Systems.

[30]  Michael Luck,et al.  A Conceptual Framework for Agent Definition and Development , 2001, Comput. J..

[31]  W. Johnson,et al.  Task-oriented collaboration with embodied agents in virtual worlds , 2001 .

[32]  Daniel S. Weld Recent Advances in AI Planning , 1999, AI Mag..

[33]  Stacy Marsella,et al.  A step toward irrationality: using emotion to change belief , 2002, AAMAS '02.

[34]  Mark Steedman,et al.  Animated conversation: rule-based generation of facial expression, gesture & spoken intonation for multiple conversational agents , 1994, SIGGRAPH.

[35]  C. Pelachaud,et al.  Emotional meaning and expres-sion in performative faces , 1999 .

[36]  Justine Cassell,et al.  Embodied conversational interface agents , 2000, CACM.

[37]  Eduard Hovy,et al.  Emotional Variation in Speech-Based Natural Language Generation , 2002 .

[38]  Anand S. Rao,et al.  A Model-Theoretic Approach to the Verification of Situated Reasoning Systems , 1993, IJCAI.

[39]  Jim Doran,et al.  From computer simulation to artificial societies , 1997 .

[40]  Mark Steedman,et al.  Generating Facial Expressions for Speech , 1996, Cogn. Sci..

[41]  Adelinde M. Uhrmacher,et al.  Planning agents in JAMES , 2001 .

[42]  Kristen Nygaard,et al.  SIMULA: an ALGOL-based simulation language , 1966, CACM.

[43]  David A. McAllester,et al.  Systematic Nonlinear Planning , 1991, AAAI.

[44]  David R. Traum,et al.  Embodied agents for multi-party dialogue in immersive virtual worlds , 2002, AAMAS '02.

[45]  Elisabeth Carpentier,et al.  Autour de la peste noire : Famines et épidémies dans l'histoire du xive siècle , 1962, Annales. Histoire, Sciences Sociales.

[46]  Peter Wegner,et al.  Why interaction is more powerful than algorithms , 1997, CACM.

[47]  Avrim Blum,et al.  Fast Planning Through Planning Graph Analysis , 1995, IJCAI.

[48]  Nicholas R. Jennings,et al.  On agent-based software engineering , 2000, Artif. Intell..

[49]  Bernard P. Zeigler,et al.  Multifacetted Modelling and Discrete Event Simulation , 1984 .

[50]  Nicholas R. Jennings,et al.  Pitfalls of agent-oriented development , 1998, AGENTS '98.

[51]  A. Drogoul,et al.  Multi-Agent Simulation as a Tool for Modeling Societies: Application to Social Differentiation in Ant Colonies , 1992, MAAMAW.

[52]  Paul R. Cohen,et al.  Benchmarks, Test Beds, Controlled Experimentation, and the Design of Agent Architectures , 1993, AI Mag..