Adelaide Research & Scholarship
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https://hdl.handle.net/2440/53703
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| Type: | Journal article |
| Title: | Planning without state space explosion: Petri net to Markov decision process |
| Author: | Naguleswaran, S. White, L. |
| Citation: | International Transactions in Operational Research, 2009; 16(2):243-255 |
| Publisher: | Wiley-Blackwell Publishing Ltd |
| Issue Date: | 2009 |
| ISSN: | 0969-6016 1475-3995 |
| Statement of Responsibility: | Sanjeev Naguleswaran and Langford B. White |
| Abstract: | <jats:title>Abstract</jats:title><jats:p>This paper explores the construction of a Markov decision process (MDP) from a predicate transition net representation of a planning problem, which can be optimised using dynamic programming methods. The construction methodology alleviates the problem of state space explosion.</jats:p> |
| Keywords: | automated planning Markov decision processes Petri nets dynamic programming shortest path problem |
| DOI: | 10.1111/j.1475-3995.2009.00674.x |
| Published version: | http://dx.doi.org/10.1111/j.1475-3995.2009.00674.x |
| Appears in Collections: | Aurora harvest Electrical and Electronic Engineering publications |
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