Decision theoretic behavior composition

10th International Conference on Autonomous Agents and Multiagent Systems 2011, AAMAS 2011

Volumn 1, Issue , 2011, Pages 537-544

  Yadav, Nitin ^a   Sardina, Sebastian ^a  

^a RMIT UNIVERSITY   (Australia)

Author keywords

Behavior composition; Decision theory; Synthesis

Indexed keywords

DECISION THEORY; MARKOV PROCESSES; MULTI AGENT SYSTEMS; SYNTHESIS (CHEMICAL);

BEHAVIOR COMPOSITION; CLASSICAL BEHAVIOR; COMPOSITION FRAMEWORKS; COMPOSITION PROBLEM; DECISION-THEORETIC; MARKOV DECISION PROCESSES; OPTIMAL POLICIES; SEAMLESS INTEGRATION;

AUTONOMOUS AGENTS;

EID: 84899427131     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. D. Berardi, D. Calvanese, G. De Giacomo, M. Lenzerini, and M. Mecella. Automatic service composition based on behavioural descriptions. International Journal of Cooperative Information Systems, 14(4):333-376, 2005.
2. D. Berardi, F. Cheikh, G. De Giacomo, and F. Patrizi. Automatic service composition via simulation. International Journal of Foundations of Computer Science, 19(2):429-152, 2008.
3. C. Boutilier, T. Dean, and S. Hanks. Decision-theoretic planning: Structural assumptions and compuatational leverage. Journal of Artificial Intelligence Research, 11:1-94, July 1999.
4. G. De Giacomo and P. Felli. Agent composition synthesis based on ATL. In Proc. of AAMAS, pages 499-506, 2010.
5. G. De Giacomo and S. Sardina. Automatic synthesis of new behaviors from a library of available behaviors. In Proc. of IJCAI, pages 1866-1871, 2007.
6. S. French. Decision Theory: An Introduction to the Mathematics of Rationality. Ellis Horwood, 1986.
7. R. Howard. Dynamic Programming and Markov Process. The MIT Press, 1960.
8. M. Puterman. Markov Decision Processes: Discrete Stochastic Dynamic Programming. Wiley-Interscience, 1994.
9. S. Sardina and G. De Giacomo. Realizing multiple autonomous agents through scheduling of shared devices. In Proc. Of ICAPS, pages 304-312, 2008.
10. S. Sardina, F. Patrizi, and G. De Giacomo. Behavior composition in the presence of failure. In Proc. of KR, pages 640-650, 2008.
11. T. Stroeder and M. Pagnucco. Realising deterministic behaviour from multiple non-deterministic behaviours. In Proc. of IJCAI, pages 936-941, 2009.