AAAI Publications, Twenty-Fourth International Conference on Automated Planning and Scheduling

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PDDL+ Planning with Events and Linear Processes
Amanda Jane Coles, Andrew Ian Coles

Last modified: 2014-05-10

Abstract


We present a scalable fully-automated forward-chaining planner capable of reasoning with PDDL+ events and linear processes.  Processes and events model (respectively) continuous and discrete exogenous activity in the environment, occurring when certain conditions hold.  We discuss the significant challenges posed in creating a planner that can reason with these, and present novel state-progression and consistency enforcing techniques that allow us to meet these challenges.  We present results showing that our new planner, using PDDL+ models, is able to solve realistic expressive problems more efficiently than the state-of-the-art alternative: a compiled PDDL 2.1 representation with continuous numeric effects.

Keywords


planning; temporal; numeric

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