Intelligent agents
CS-430
Bibliography
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Bibliography
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General Reading:
Russell & Norvig Ch. 10: Classical Planning
Russel & Norvig Ch. 11: Planning
Wooldridge (2nd edition, 2009) Chapter 4: Practical Reasoning Agents
On Factored Decision Processes
C. Boutilier, R, Dearden and M. Goldszmidt (1995). "Exploiting Structure in Policy Construction". Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95), Montreal, pp.1104--1111.
D. Koller and R. Parr (1999). "Computing factored value functions for policies in structured MDPs". In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence.
On Planning:
D. McDermott, M. Ghallab, A. Howe, C. Knoblock, A. Ram, M. Veloso, D. Weld and D. Wilkins (1998). "PDDL -- The Planning Domain Definition Language -- Version 1.2". Technical Report CVC TR-98-003, Yale Center for Computational Vision and Control.
J. Hoffmann and B. Nebel (2001). "The FF Planning System: Fast Plan Generation Through Heuristic Search", Journal of Artificial Intelligence Research, Volume 14, pages 253-302. http://www.jair.org/media/855/live-855-1976-jair.pdf
On Planning as Satisfiability:
H Kautz and Bart Selman (1992). "Planning as Satisfiability". Proceedings ECAI-92.
J Rintanen, K Heljanko, I Niemela (2006). "Planning as satisfiability: parallel plans and algorithms for plan search", Artificial Intelligence, 170 (12-13), 1031-1080. http://dx.doi.org/10.1016/j.artint.2006.08.002
Russell & Norvig Ch. 10: Classical Planning
Russel & Norvig Ch. 11: Planning
Wooldridge (2nd edition, 2009) Chapter 4: Practical Reasoning Agents
On Factored Decision Processes
C. Boutilier, R, Dearden and M. Goldszmidt (1995). "Exploiting Structure in Policy Construction". Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95), Montreal, pp.1104--1111.
D. Koller and R. Parr (1999). "Computing factored value functions for policies in structured MDPs". In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence.
On Planning:
D. McDermott, M. Ghallab, A. Howe, C. Knoblock, A. Ram, M. Veloso, D. Weld and D. Wilkins (1998). "PDDL -- The Planning Domain Definition Language -- Version 1.2". Technical Report CVC TR-98-003, Yale Center for Computational Vision and Control.
J. Hoffmann and B. Nebel (2001). "The FF Planning System: Fast Plan Generation Through Heuristic Search", Journal of Artificial Intelligence Research, Volume 14, pages 253-302. http://www.jair.org/media/855/live-855-1976-jair.pdf
On Planning as Satisfiability:
H Kautz and Bart Selman (1992). "Planning as Satisfiability". Proceedings ECAI-92.
J Rintanen, K Heljanko, I Niemela (2006). "Planning as satisfiability: parallel plans and algorithms for plan search", Artificial Intelligence, 170 (12-13), 1031-1080. http://dx.doi.org/10.1016/j.artint.2006.08.002