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Automated planning and scheduling information


Automated planning and scheduling, sometimes denoted as simply AI planning,[1] is a branch of artificial intelligence that concerns the realization of strategies or action sequences, typically for execution by intelligent agents, autonomous robots and unmanned vehicles. Unlike classical control and classification problems, the solutions are complex and must be discovered and optimized in multidimensional space. Planning is also related to decision theory.

In known environments with available models, planning can be done offline. Solutions can be found and evaluated prior to execution. In dynamically unknown environments, the strategy often needs to be revised online. Models and policies must be adapted. Solutions usually resort to iterative trial and error processes commonly seen in artificial intelligence. These include dynamic programming, reinforcement learning and combinatorial optimization. Languages used to describe planning and scheduling are often called action languages.

  1. ^ Ghallab, Malik; Nau, Dana S.; Traverso, Paolo (2004), Automated Planning: Theory and Practice, Morgan Kaufmann, ISBN 1-55860-856-7, archived from the original on 2009-08-24, retrieved 2008-08-20

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Automated planning and scheduling

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Automated planning and scheduling, sometimes denoted as simply AI planning, is a branch of artificial intelligence that concerns the realization of strategies...

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International Conference on Automated Planning and Scheduling

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Conference on Automated Planning and Scheduling (ICAPS) is a leading international academic conference in automated planning and scheduling held annually...

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Planning

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supplement or replace planning. Automated planning and scheduling Business plan Central planning Collaborative planning, forecasting, and replenishment Comprehensive...

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Planning Domain Definition Language

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Domain-independent Planning: Progress, Ideas, Limitations, Challenges. 17th International Conference on Automated Planning and Scheduling (ICAPS-2007). Rhode...

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Schedule

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Britannica article "Schedule". Automated planning and scheduling Calendaring software Employee scheduling software Notation for theoretic scheduling problems Timeblocking...

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Hierarchical task network

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2015). Tight Bounds for HTN Planning (PDF). Proceedings of the 25th International Conference on Automated Planning and Scheduling (ICAPS). Retrieved 8 February...

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Scott Fahlman

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Computer Science Department. He is notable for early work on automated planning and scheduling in a blocks world, on semantic networks, on neural networks...

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Genetic algorithm scheduling

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may be used to solve scheduling problems in production planning. To be competitive, corporations must minimize inefficiencies and maximize productivity...

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Planner

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Japanese term for video game designer Plan (disambiguation) The Plan (disambiguation) Automated planning and scheduling This disambiguation page lists articles...

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Dubins path

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S2CID 30943273. Dubins Curves Archived 2016-03-22 at the Wayback Machine, from Planning Algorithms by Steven M. LaValle Isochrons for a Dubins Car, a demonstration...

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Symbolic artificial intelligence

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systems), symbolic mathematics, automated theorem provers, ontologies, the semantic web, and automated planning and scheduling systems. The Symbolic AI paradigm...

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Employee scheduling software

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scheduling software automates the process of creating and maintaining a schedule. Automating the scheduling of employees increases productivity and allows...

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Hector Geffner

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especially automated planning and the integration of model-based AI and data-based AI. He is best known for his work on domain-independent heuristic planning and...

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IPC

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across multiple and commonly specialized processes International Planning Competition, the comparing of automated planning and scheduling software IP camera...

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Process ontology

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and automatic tasks performed by automated computer programs Orthogonal – scheduling based on time; integrity and failure recovery Automated planning...

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GraphQL

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ancestors. GraphQL APIs can be tested manually or with automated tools issuing GraphQL requests and verifying the correctness of the results. Automatic test...

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Motion planning

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Motion planning, also path planning (also known as the navigation problem or the piano mover's problem) is a computational problem to find a sequence of...

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Karen Myers

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Myers does research in automated planning and scheduling, autonomy, personalization technologies, mixed-initiative problem solving, and multi-agent systems...

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Programming paradigm

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views computation as automated reasoning over a body of knowledge. Facts about the problem domain are expressed as logic formulas, and programs are executed...

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State space planning

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will search, and in what order. The simplest classical planning (see Automated Planning) algorithms are state space search algorithms. These are search algorithms...

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Stanford Research Institute Problem Solver

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This language is the base for most of the languages for expressing automated planning problem instances in use today; such languages are commonly known...

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Monte Carlo tree search

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Planning". Proceedings of the International Conference on Automated Planning and Scheduling. 21 (1): 202–209. doi:10.1609/icaps.v21i1.13472. S2CID 45147586...

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