Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Octavian Udrea"'
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 36:9805-9812
Diverse planning is an important problem in automated planning with many real world applications. Recently, diverse planning has seen renewed interest, with work that defines a taxonomy of computational problems with respect to both plan quality and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::40896411380f9ccadee1291a4717ff4a
https://doi.org/10.1609/aaai.v36i9.21216
https://doi.org/10.1609/aaai.v36i9.21216
Publikováno v:
Proceedings of the International Conference on Automated Planning and Scheduling. 30:403-411
While Machine Learning has achieved considerable success in recent years, this success crucially relies on human experts to select appropriate features, workflows, algorithms with their hyper-parameters, etc. Automating the role of the human expert h
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::92f2fba7684a66773e0ef2b2085d0a00
https://doi.org/10.1609/icaps.v30i1.6686
https://doi.org/10.1609/icaps.v30i1.6686
Publikováno v:
AAAI
The need for finding a set of plans rather than one has been motivated by a variety of planning applications. The problem is studied in the context of both diverse and top-k planning: while diverse planning focuses on the difference between pairs of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a7aafa926943463c0454e8cba93cdae7
https://doi.org/10.1609/aaai.v34i06.6544
https://doi.org/10.1609/aaai.v34i06.6544
Autor:
Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas, Octavian Udrea
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 35:16032-16034
Scenario Planning is a commonly used Enterprise Risk Management (ERM) technique to help decision makers with longterm plans by considering multiple alternative futures. It is typically a manual, highly labor intensive process involving dozens of expe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d9f281d65b3c66171cb81d47dfba8942
https://doi.org/10.1609/aaai.v35i18.18003
https://doi.org/10.1609/aaai.v35i18.18003
Autor:
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Anton V. Riabov, Octavian Udrea, Mark D. Feblowitz
Publikováno v:
AI Communications. 32:1-13
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::860dc6b1b9bd4279fb832423f8e9c688
https://doi.org/10.3233/aic-180602
https://doi.org/10.3233/aic-180602
Publikováno v:
Proceedings of the International Conference on Automated Planning and Scheduling. 28:132-140
While cost-optimal planning aims at finding one best quality plan, top-k planning deals with finding a set of solutions, such that no better quality solution exists outside that set. We propose a novel iterative approach to top-k planning, exploiting
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c833cd3c06da20ac4e86105344c812cb
https://doi.org/10.1609/icaps.v28i1.13893
https://doi.org/10.1609/icaps.v28i1.13893
Publikováno v:
IJCAI
We present the IBM Research Scenario Planning Advisor (SPA), a decision support system that allows users to generate diverse alternate scenarios of the future and enhance their ability to imagine the different possible outcomes, including unlikely bu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3d7f084fb1042233f26667dba8470726
https://doi.org/10.24963/ijcai.2018/864
https://doi.org/10.24963/ijcai.2018/864
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 32
Scenario planning is a commonly used method by companies to develop their long-term plans. Scenario planning for risk management puts an added emphasis on identifying and managing emerging risk. While a variety of methods have been proposed for this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a5dcde73fdb74c6ccc929d654bbb59a1
https://doi.org/10.1609/aaai.v32i1.11304
https://doi.org/10.1609/aaai.v32i1.11304
Publikováno v:
Proceedings of the International Conference on Automated Planning and Scheduling. 25:282-290
In this paper, we apply planning-based reasoning to orchestrate the data analysis process automatically, with a focus on two applications: early detection of health complications in critical care, and detection of anomalous behaviors of network hosts
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a201567e88006af7cb71a48406b07c6a
https://doi.org/10.1609/icaps.v25i1.13689
https://doi.org/10.1609/icaps.v25i1.13689
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 31
Imagining the future helps anticipate and prepare for what is coming. This has great importance to many, if not all, human endeavors. In this paper, we develop the Planning Projector system prototype, which applies plan-recognition-as-planning techni
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3ebca849d97a6d138b8f0176c5d8e0c2
https://doi.org/10.1609/aaai.v31i1.11184
https://doi.org/10.1609/aaai.v31i1.11184