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How to Reduce Action Space for Planning Domains? (Student Abstract)

Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
2022 AAAI Conference on Artificial Intelligence  
In this abstract, we present a method that reduces the parameters of operators in AI planning domains by introducing a parameter seed set problem and casting it as a classical planning task.  ...  Our experiment shows that our proposed method significantly reduces the number of actions in the RL environments originating from AI planning domains.  ...  Proposed Approach The motivation of our work is to reduce the action space of an AI planning task, described as a goal-oriented MDP for RL.  ... 
dblp:conf/aaai/Kokel00SS22 fatcat:4hr5woukwramzakn5f5g5l4ipq

Abstracts and Titles of Student Work

DCRP Students
2012 Berkeley Planning Journal  
The research accepts the fundamental premise that ·the locational dynamics of industry are driven by technological change, and aims to uncover the reasons for, and trends in, technological change through  ...  a detailed historical analysis of the industry, and then theoretically relating these trends to locational changes.  ...  and other social domains.  ... 
doi:10.5070/bp311113056 fatcat:j3b5pacjlvhgtp7nt4ju4axosa

Teaching Virtual Experts for Multi-Domain Collaborative Planning

Gheorghe Tecuci, Mihai Boicu, Dorin Marcu, Marcel Barbulescu, Cristina Boicu, Vu Le, Thomas Hajduk
2008 Journal of Software  
This paper presents an approach to rapid development of virtual planning experts that can collaborate to develop plans of action requiring expertise from multiple domains.  ...  way that is similar to how the expert would teach an apprentice.  ...  Government is authorized to reproduce and distribute reprints for Government purposes notwithstanding any copyright notation thereon.  ... 
doi:10.4304/jsw.3.3.38-59 fatcat:lijwu6i3drh55ls3rl7hsr5x4a

Abstracts of the 22nd Annual Brain Impairment Conference 9–11 April 1999, Sydney: Prize-winning Student Abstracts

2000 Brain Impairment  
These findings have important implications for how services should be organised to provide support to people with TBI.  ...  In the present research the ability to effectively plan actions was demonstrated to rely upon the ability to consciously and spontaneously draw on previous learning, and strategically apply this learning  ... 
doi:10.1375/brim.1.1.37 fatcat:f3e54i7dwnarlbnboywv632gqe

Acquiring requirements: a domain-specific approach [chapter]

N. A. M. Maiden
1996 IFIP Advances in Information and Communication Technology  
This paper outlines two domain-specific techniques to improve the acquisition of requirements for software-intensive systems.  ...  Both techniques exploit results from the ESPRIT m NATURE basic research action which proposes domain-specific requirements engineering environments.  ...  Acknowledgements Part of this research was funded as part of the European Commission's ESPRIT III 6353 'NATURE' basic research action. Special thanks goes to Alistair Sutcliffe.  ... 
doi:10.1007/978-0-387-35059-2_7 fatcat:jt3lva3lyzfnrfsnypbukz4riq

Plan recognition in exploratory domains

Ya'akov Gal, Swapna Reddy, Stuart M. Shieber, Andee Rubin, Barbara J. Grosz
2012 Artificial Intelligence  
Educational software thus provides an important domain for plan recognition.  ...  The paper establishes the task of plan recognition in exploratory domains to be NP-hard and compares several approaches for recognizing plans in these domains, including new heuristic methods that vary  ...  Thanks to Elif Yamangil for assisting with the development of the greedy algorithm, and to Cliff Konold for helpful discussions.  ... 
doi:10.1016/j.artint.2011.09.002 fatcat:v6hrgok7vjbtvnvnr62inoticq

STUDENTS' REFLECTIVE ABSTRACTION ABILITY ON LINEAR ALGEBRA PROBLEM SOLVING AND RELATIONSHIP WITH PREREQUISITE KNOWLEDGE

Rahayu Kariadinata
2020 Infinity  
These stages are adjusted to Polya's problem solving stages, namely: understanding the problem, devising a plan, carrying out the plan, and looking back.  ...  This study aims to describe the achievement of the ability of students' reflective abstraction in solving Linear Algebra problems and the relationship with prerequisite knowledge.  ...  ACKNOWLEDGMENTS The author would like to thank for the support to the Dean and Vice Deans, Chair of the Department of Mathematics and Natural Sciences (MIPA) and Chair of the Mathematics Education Study  ... 
doi:10.22460/infinity.v10i1.p1-16 fatcat:4yfivfe3d5eh7nscxbpefgrpje

Benefits of matching domain structure for planning software

Dorrit Billman, Lucia Arsintescucu, Michael Feary, Jessica Lee, Asha Smith, Rachna Tiwary
2011 Proceedings of the 2011 annual conference on Human factors in computing systems - CHI '11  
We compared our new prototype to the legacy application in a laboratory, highfidelity analog of the natural planning work.  ...  We investigated the role of domain structure, in designing for software usefulness and usability.  ...  We thank Space Human Factors Engineering for funding.  ... 
doi:10.1145/1978942.1979311 dblp:conf/chi/BillmanAFLST11 fatcat:fz7cyly3n5bljkdiftrjiq27zu

Abstracts from the 4th Annual Student Medical Summit

2021 BMC Proceedings  
Further studies are required to examine measures to reduce FA attendance if appropriate and to reduce the risk of adverse outcomes for this vulnerable group.  ...  future study and quality improvement to deliver the best quality anaesthesia care for children in Ireland References 1.  ...  Acknowledgements The authors are grateful to the coding staff at the National Rehabilitation Hospital for their assistance with this project.  ... 
doi:10.1186/s12919-021-00213-8 pmid:33975599 fatcat:ulne4d7f7fg6bodvhtcdudkoi4

Towards Enabling Mobile Domain-specific Modelling

Diego Vaquero-Melchor, Antonio Garmendia, Esther Guerra, Juan de Lara
2016 Proceedings of the 11th International Joint Conference on Software Technologies  
In this paradigm, the design and usage of Domain-Specific Languages (DSL) for modelling in a certain application area is frequent.  ...  While in MDE, modelling has been traditionally supported by desktop computers, in this position paper we analyse useful scenarios for modelling using mobile devices, like smartphones or tablets.  ...  Finally, we plan to conduct user studies to evaluate our proposal for different applications. Figure 1 : 1 Combined desktop/mobile modelling.  ... 
doi:10.5220/0006002501170122 dblp:conf/icsoft/Vaquero-Melchor16 fatcat:lljheigslrdabihm7zvp4yo3va

A Framework for Computer-Aided Design of Educational Domain Models [chapter]

Eric Butler, Emina Torlak, Zoran Popović
2017 Lecture Notes in Computer Science  
Domain models currently take hundreds of hours to create, and they differ widely in how well they meet educational objectives such as maximizing problem-solving efficiency.  ...  But RuleSy generalizes beyond K-12 algebra: we also use it to (re)discover proof tactics for propositional logic, demonstrating its potential to aid in designing models for a variety of educational domains  ...  The application index identifies a subtree in the expression's abstract syntax tree (AST), and the binding specifies a mapping from the index space of the axiom's pattern to the index space of the subtree  ... 
doi:10.1007/978-3-319-73721-8_7 fatcat:pzytqjkgazc3jb7uxotwuewuai

Adapting Mathematical Domain Reasoners [article]

Bastiaan Heeren, Johan Jeuring
2010 arXiv   pre-print
Providing feedback to students solving interactive exercises requires domain reasoners for doing the exercise-specific calculations.  ...  This paper shows how users can adapt and configure such domain reasoners to their own needs.  ...  Information and Communications Technology (ICT), for the NKBW2 project.  ... 
arXiv:1005.4762v1 fatcat:yffmgciqfrcozbck7d5heo2qve

Adapting Mathematical Domain Reasoners [chapter]

Bastiaan Heeren, Johan Jeuring
2010 Lecture Notes in Computer Science  
Providing feedback to students solving interactive exercises requires domain reasoners for doing the exercisespecific calculations.  ...  This paper shows how users can adapt and configure such domain reasoners to their own needs.  ...  Information and Communications Technology (ICT), for the NKBW2 project.  ... 
doi:10.1007/978-3-642-14128-7_27 fatcat:lrjkslqxjfal5lndhlvoldxmzm

Abstracts of the UNICAMP Academic Medical Congress (CoMAU), 2019

IJMS Executive Committee of IJMS
2020 International Journal of Medical Students  
Abstracts of the UNICAMP Academic Medical Congress (CoMAU), 2019  ...  and 74% follow a Int J Med Students • 2020 | Vol 8 | Suppl 1 DOI 10.5195/ijms.2020.475 | ijms.info The International Journal of Medical Students S67 food plan according to what is recommended for  ...  In the practical classes, the participants were oriented medical students on how to proceed in each situation and after the orientations performed specific first-aid maneuvers on puppets suitable for this  ... 
doi:10.5195/ijms.2020.475 fatcat:jctdgjar4rgkhnvn25hyxrzvgu

A domain-independent framework for modeling emotion

Jonathan Gratch, Stacy Marsella
2004 Cognitive Systems Research  
We then discuss a detailed domain-independent model based on this framework, illustrating how it has been applied to the problem of generating behavior for a significant social training application.  ...  Thus, the work is of potential interest to models of strategic decision-making, action selection, facial animation, and social intelligence.  ...  We thank our many colleagues who are contributing to the MRE project especially Jeff Rickel, David Traum, Ed Hovy, Michael Fleishman and Lewis Johnson.  ... 
doi:10.1016/j.cogsys.2004.02.002 fatcat:vcpya2qpmrhtfjdcbrz6gdq7h4
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