Results 11 to 20 of about 5,883,161 (235)
Understanding the Capabilities of Large Language Models for Automated Planning [PDF]
arXiv.org, 2023 Automated planning is concerned with developing efficient algorithms to generate plans or sequences of actions to achieve a specific goal in a given environment.
Vishal Pallagani +7 more
semanticscholar +1 more source
Applied Sciences, 2023 Automated planning (AP) uses common protocols for all patients within a cancer site. This work investigated using machine learning to personalise AP protocols for fully individualised planning.
Iona Foster +2 more
doaj +1 more source
Frontiers in Oncology, 2021 BackgroundIn radiation oncology, automation of treatment planning has reported the potential to improve plan quality and increase planning efficiency.
Savino Cilla +14 more
doaj +1 more source
The Emerging Landscape of Explainable Automated Planning & Decision Making [PDF]
International Joint Conference on Artificial Intelligence, 2020 In this paper, we provide a comprehensive outline of the different threads of work in Explainable AI Planning (XAIP) that has emerged as a focus area in the last couple of years and contrast that with earlier efforts in the field in terms of techniques ...
Tathagata Chakraborti +2 more
semanticscholar +1 more source
Physica medica (Testo stampato), 2023 PURPOSE To develop an automated planning approach in Raystation and evaluate its feasibility in multiple clinical application scenarios. METHODS An automated planning approach (Ruiplan) was developed by using the scripting platform of Raystation ...
Zhaoyang Lou +7 more
semanticscholar +1 more source
CAD-Based Feature Recognition for Process Monitoring Planning in Assembly
Applied Sciences, 2023 Process understanding and process monitoring are of great importance in production in order to control processes and guarantee a high quality. Demanding customer requirements with an increasing number of variants pose an even greater challenge to the ...
Clemens Gonnermann +2 more
doaj +1 more source
MR-Linac Radiotherapy – The Beam Angle Selection Problem
Frontiers in Oncology, 2021 BackgroundWith the large-scale introduction of volumetric modulated arc therapy (VMAT), selection of optimal beam angles for coplanar static-beam IMRT has increasingly become obsolete.
Rik Bijman +7 more
doaj +1 more source
Frontiers in Oncology, 2021 PurposeEnhance rectum and bladder sparing in prostate SBRT with minimum increase in treatment time by complementing dual-arc coplanar VMAT with a two-beam non-coplanar IMRT class solution (CS).MethodsFor twenty patients, an optimizer for automated multi ...
Abdul Wahab M. Sharfo +5 more
doaj +1 more source
On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt
International Conference on Agents and Artificial Intelligence, 2022 : Automated planning is a prominent AI challenge, and it is now exploited in a range of real-world applications. There are three crucial aspects of automated planning: the planning engine, the domain model, and the problem instance.
Saumya Bhatnagar +5 more
semanticscholar +1 more source
Run-Time Adaptation of Quality Attributes for Automated Planning
International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2022 Self-adaptive systems typically operate in heterogeneous environments and need to optimize their behavior based on a variety of quality attributes to meet stakeholders’ needs.
Rebekka Wohlrab +2 more
semanticscholar +1 more source