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Hierarchies are the most common structure used to understand the world better. In galaxies, for instance, multiple-star systems are organised in a hierarchical system. Then, governmental and company organisations are structured using a…

Artificial Intelligence · Computer Science 2014-03-31 Ilche Georgievski , Marco Aiello

Hierarchical Task Network (HTN) planning is a popular approach that cuts down on the classical planning search space by relying on a given hierarchical library of domain control knowledge. This provides an intuitive methodology for…

Robotics · Computer Science 2014-06-13 Raphaël Lallement , Lavindra de Silva , Rachid Alami

Hierarchical Task Network (HTN) planning uses task decomposition to plan for an executable sequence of actions as a solution to a problem. In order to reason effectively, an HTN planner needs expressive domain knowledge. For instance, a…

Artificial Intelligence · Computer Science 2011-12-01 Ilče Georgievski , Alexander Lazovik , Marco Aiello

In order to cope with the task allocation in national economic mobilization, a task allocation planning method based on Hierarchical Task Network (HTN) for national economic mobilization is proposed. An HTN planning algorithm is designed to…

Computers and Society · Computer Science 2023-10-03 Peng Zhao

The ability of an agent to change its objectives in response to unexpected events is desirable in dynamic environments. In order to provide this capability to hierarchical task network (HTN) planning, we propose an extension of the paradigm…

Artificial Intelligence · Computer Science 2022-02-10 Weihang Yuan , Hector Munoz-Avila , Venkatsampath Raja Gogineni , Sravya Kondrakunta , Michael Cox , Lifang He

The Hierarchical Task Network (HTN) formalism is used to express a wide variety of planning problems in terms of decompositions of tasks into subtaks. Many techniques have been proposed to solve such hierarchical planning problems. A…

Artificial Intelligence · Computer Science 2022-06-16 N. Cavrel , D. Pellier , H. Fiorino

Real world applications of planning, like in industry and robotics, require modelling rich and diverse scenarios. Their resolution usually requires coordinated and concurrent action executions. In several cases, such planning problems are…

Artificial Intelligence · Computer Science 2022-06-07 D. Pellier , H. Fiorino , M. Grand , A. Albore , R. Bailon-Ruiz

Real world applications as in industry and robotics need modelling rich and diverse automated planning problems. Their resolution usually requires coordinated and concurrent action execution. In several cases, these problems are naturally…

Artificial Intelligence · Computer Science 2023-06-14 Damien Pellier , Alexandre Albore , Humbert Fiorino , Rafael Bailon-Ruiz

Deterministic planning assumes that the planning evolves along a fully predictable path, and therefore it loses the practical value in most real projections. A more realistic view is that planning ought to take into consideration partial…

Artificial Intelligence · Computer Science 2023-09-29 Peng Zhao

Hierarchical Task Network (HTN) planning is a practical and efficient approach to planning when the 'standard operating procedures' for a domain are available. Like Belief-Desire-Intention (BDI) agent reasoning, HTN planning performs…

Artificial Intelligence · Computer Science 2021-07-06 Lavindra de Silva

The hybrid cloud idea is increasingly gaining momentum because it brings distinct advantages as a hosting platform for complex software systems. However, there are several challenges that need to be surmounted before hybrid hosting can…

Software Engineering · Computer Science 2022-05-11 Sreekrishnan Venkateswaran , Santonu Sarkar

Many planning techniques have been developed to allow autonomous systems to act and make decisions based on their perceptions of the environment. Among these techniques, HTN ({\it Hierarchical Task Network}) planning is one of the most used…

Artificial Intelligence · Computer Science 2018-11-02 Abdeldjalil Ramoul , Damien Pellier , Humbert Fiorino , Sylvie Pesty

Software Defined Networking (SDN) has emerged as a programmable approach for provisioning and managing network resources by defining a clear separation between the control and data forwarding planes. Nowadays SDN has gained significant…

Networking and Internet Architecture · Computer Science 2020-10-22 Redowan Mahmud , Adel N. Toosi , Maria Alejandra Rodriguez , Sharat Chandra Madanapalli , Vijay Sivaraman , Len Sciacca , Christos Sioutis , Rajkumar Buyya

Hierarchical Task Networks (HTN) planners generate plans using a decomposition process with extra domain knowledge to guide search towards a planning task. While domain experts develop HTN descriptions, they may repeatedly describe the same…

Artificial Intelligence · Computer Science 2022-07-04 Maurício Cecílio Magnaguagno , Felipe Meneguzzi , Lavindra de Silva

This is a survey paper that explores six Cloud-based deployment archetypes for Cloud applications and the tradeoffs between them to achieve high availability, low end-user latency, and acceptable costs. These are (1) Zonal, (2) Regional,…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-02-23 Anna Berenberg , Brad Calder

The Hierarchical Task Network (HTN) formalism is used to express a wide variety of planning problems as task decompositions, and many techniques have been proposed to solve them. However, few works have been done on temporal HTN. This is…

Artificial Intelligence · Computer Science 2023-06-14 Nicolas Cavrel , Damien Pellier , Humbert Fiorino

Hoist scheduling has become a bottleneck in electroplating industry applications with the development of autonomous devices. Although there are a few approaches proposed to target at the challenging problem, they generally cannot scale to…

Artificial Intelligence · Computer Science 2022-12-13 Kebing Jin , Yingkai Xiao , Hankz Hankui Zhuo , Renyong Ma

Recent work in the construction of 3D scene graphs has enabled mobile robots to build large-scale metric-semantic hierarchical representations of the world. These detailed models contain information that is useful for planning, however an…

Robotics · Computer Science 2024-11-12 Aaron Ray , Christopher Bradley , Luca Carlone , Nicholas Roy

Planning with preferences has been employed extensively to quickly generate high-quality plans. However, it may be difficult for the human expert to supply this information without knowledge of the reasoning employed by the planner and the…

Artificial Intelligence · Computer Science 2018-04-23 Mayukh Das , Phillip Odom , Md. Rakibul Islam , Janardhan Rao , Doppa , Dan Roth , Sriraam Natarajan

HTN planning is a variation of classical planning where, instead of searching for a linear sequence of actions, an algorithm decomposes higher-level tasks using a method library until only executable actions remain. On one hand, this allows…

Artificial Intelligence · Computer Science 2026-05-29 Felipe Meneguzzi , Alexandre Buchweitz , Augusto B. Corrêa , Victor Scherer Putrich , André Grahl Pereira
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