Reference: nareyek-98-model

Reference Nareyek, A. 1998.
A Planning Model for Agents in Dynamic and Uncertain Real-Time Environments.
In Proceedings of the 1998 AIPS Workshop on Integrating Planning, Scheduling and Execution in Dynamic and Uncertain Environments, Technical Report, WS-98-02, 7-14. AAAI Press, Menlo Park, California.

The management of an agent in a dynamic and uncertain real-time environment is fairly intractable with traditional planning methods. Such methods cannot be computed efficiently, are not capable of replanning, and mostly lack explicit temporal formalisms. The planning model proposed in this paper overcomes these weaknesses by applying iterative repair methods, constraint-programming techniques, and an explicit timeline approach.

For the management of incomplete knowledge, a single-plan approach is proposed in which only one plan possibility is considered. The application of Unknown values, Known values, Not values, and continuous domain fluents enables to cope with incomplete knowledge.

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