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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…

人工智能 · 计算机科学 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…

机器人学 · 计算机科学 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…

人工智能 · 计算机科学 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…

计算机与社会 · 计算机科学 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…

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…

人工智能 · 计算机科学 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…

人工智能 · 计算机科学 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…

人工智能 · 计算机科学 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…

人工智能 · 计算机科学 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…

人工智能 · 计算机科学 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…

软件工程 · 计算机科学 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…

人工智能 · 计算机科学 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…

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…

人工智能 · 计算机科学 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,…

分布式、并行与集群计算 · 计算机科学 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…

人工智能 · 计算机科学 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…

人工智能 · 计算机科学 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…

机器人学 · 计算机科学 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…

人工智能 · 计算机科学 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…

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