Knowledge engineering tools in planning: State-of-the-art and future challenges

Shah, M., Chrpa, L., Jimoh, F., Kitchin, D.E., McCluskey, T.L., Parkinson, S. and Vallati, M. 2013. Knowledge engineering tools in planning: State-of-the-art and future challenges. Barták, R., Fratini, S., McCluskey, L. and Vaquero, T. (ed.) 4th Workshop on Knowledge Engineering for Planning and Scheduling (KEPS). Rome, Italy 10 Jun 2013

TitleKnowledge engineering tools in planning: State-of-the-art and future challenges
AuthorsShah, M., Chrpa, L., Jimoh, F., Kitchin, D.E., McCluskey, T.L., Parkinson, S. and Vallati, M.
EditorsBarták, R., Fratini, S., McCluskey, L. and Vaquero, T.
TypeWorkshop item
Abstract

Encoding a planning domain model is a complex task in realistic applications. It includes the analysis of planning application requirements, formulating a model that describes the domain, and testing it with suitable planning engines. In this paper we introduce a variety of new planning domains, and we then use and evaluate three separate strategies for knowledge formulation, encoding domain models from a textual, structural description of requirements using (i) the traditional method of a PDDL expert and text editor (ii) a leading planning GUI with built in UML modelling tools (iii) a hierarchical, object- based notation inspired by formal methods. We distill lessons learned from these experiences. The results of the comparison give insights into strengths and weaknesses of the considered approaches, and point to needs in the design of future tools supporting PDDL- inspired development.

Year2013
Conference4th Workshop on Knowledge Engineering for Planning and Scheduling (KEPS)
Publication dates
Published2013
Book titleProceedings of the 4th Workshop on Knowledge Engineering for Planning and Scheduling (KEPS 2013)
Web address (URL) of conference proceedingshttps://icaps13.icaps-conference.org/wp-content/uploads/2013/05/keps13-proceedings.pdf

Related outputs

Secure Smart Wearable Computing through Artificial Intelligence-Enabled Internet of Things and Cyber-Physical Systems for Health Monitoring
Ramasamy, L.K., Khan, F., Shah, M., Prasad , B.V.V.S., Iwendi, C. and Biamba, C. 2022. Secure Smart Wearable Computing through Artificial Intelligence-Enabled Internet of Things and Cyber-Physical Systems for Health Monitoring. Sensors. 22 (3) 1076. https://doi.org/10.3390/s22031076

Understanding Awareness of Cyber Security Threat Among IT Employees
Al-Mohannadi, H., Awan, I., Al Hamar, J., Al Hamar, Y., Shah, M. and Musa, A. 2018. Understanding Awareness of Cyber Security Threat Among IT Employees. 2018 6th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW). Barcelona, Spain 06 - 08 Aug 2018 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/W-FiCloud.2018.00036

Knowledge engineering techniques for automated planning
Shah, M. 2014. Knowledge engineering techniques for automated planning. PhD thesis University of Huddersfield

Towards application of automated planning in urban traffic control
Jimoh, F., Chrpa, L., McCluskey, T.L. and Shah, S. 2013. Towards application of automated planning in urban traffic control. 16th International IEEE Conference on Intelligent Transportation Systems (ITSC). Kurhaus, The Hague, The Netherlands 06 - 09 Oct 2013 IEEE . https://doi.org/10.1109/ITSC.2013.6728360

Exploring knowledge engineering strategies in designing and modelling a road traffic accident management domain
Shah, M. 2013. Exploring knowledge engineering strategies in designing and modelling a road traffic accident management domain. IJCAI '13: Twenty-Third international joint conference on Artificial Intelligence. Beijing, China 03 - 09 Aug 2013 AAAI Press. https://doi.org/10.5555/2540128.2540469

OCL Plus: Processes and Events in Object-Centred Planning
Shah, S., Chrpa, L., Gregory, P., McCluskey, T.L. and Jimoh, F. 2012. OCL Plus: Processes and Events in Object-Centred Planning. in: STAIRS 2012: Proceedings of the Sixth Starting AI Researchers' Symposium IOS Press.

Modelling road traffic incident management problems for automated planning
Shah, M., McCluskey, T.L., Gregory, P. and Jimoh, F. 2012. Modelling road traffic incident management problems for automated planning. IFAC Proceedings Volumes. 45 (24), pp. 360-365. https://doi.org/10.3182/20120912-3-BG-2031.00075

A study of synthesizing artificial intelligence (AI) planning domain models by using object constraints
Shah, M., McCluskey, T.L. and West, M.M. 2009. A study of synthesizing artificial intelligence (AI) planning domain models by using object constraints. in: Proceedings of Computing and Engineering Annual Researchers' Conference 2009: CEARC’09 University of Huddersfield. pp. 64-69

An Investigation into Using Object Constraints to Synthesize Planning Domain Models
Shah, M. 2009. An Investigation into Using Object Constraints to Synthesize Planning Domain Models. 19th International Conference on Automated Planning and Scheduling: Doctoral Consortium. Thessaloniki, Greece 19 - 23 Sep 2009

Permalink - https://westminsterresearch.westminster.ac.uk/item/vw268/knowledge-engineering-tools-in-planning-state-of-the-art-and-future-challenges


Share this

Usage statistics

11 total views
0 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.