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ORCIDShirin Sohrabi
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2020 – today
- 2024
[c48]James T. Oswald
, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi:
Large Language Models as Planning Domain Generators (Student Abstract). AAAI 2024: 23604-23605- [c47]Brandon Rozek, Junkyu Lee, Harsha Kokel, Michael Katz, Shirin Sohrabi:
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). AAAI 2024: 23635-23636 - [c46]Tathagata Chakraborti, Jungkoo Kang, Francesco Fuggitti, Michael Katz, Shirin Sohrabi:
Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction. AAAI 2024: 23775-23777 - [c45]Michael Katz, Junkyu Lee, Shirin Sohrabi:
Unifying and Certifying Top-Quality Planning. ICAPS 2024: 319-323 - [c44]James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi:
Large Language Models as Planning Domain Generators. ICAPS 2024: 423-431 - [c43]Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi:
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. SOCS 2024: 213-217 - [i10]Michael Katz, Junkyu Lee, Shirin Sohrabi:
Unifying and Certifying Top-Quality Planning. CoRR abs/2403.03176 (2024) - [i9]Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi:
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. CoRR abs/2404.01503 (2024) - [i8]Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi:
Planning with Language Models Through The Lens of Efficiency. CoRR abs/2404.11833 (2024) - [i7]James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi:
Large Language Models as Planning Domain Generators. CoRR abs/2405.06650 (2024) - [i6]Daniel Cao, Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi:
Automating Thought of Search: A Journey Towards Soundness and Completeness. CoRR abs/2408.11326 (2024) - [i5]Harsha Kokel, Michael Katz, Kavitha Srinivas, Shirin Sohrabi:
ACPBench: Reasoning about Action, Change, and Planning. CoRR abs/2410.05669 (2024) - 2023
- [c42]Gregor Behnke, David Speck, Michael Katz, Shirin Sohrabi:
On Partial Satisfaction Planning with Total-Order HTNs. ICAPS 2023: 42-51 - [c41]Harsha Kokel, Junkyu Lee, Michael Katz, Kavitha Srinivas, Shirin Sohrabi:
Action Space Reduction for Planning Domains. IJCAI 2023: 5394-5401 - [c40]Michael Katz, Junkyu Lee, Shirin Sohrabi:
Generating SAS+ Planning Tasks of Specified Causal Structure. SOCS 2023: 29-37 - [c39]Junkyu Lee, Michael Katz, Shirin Sohrabi:
On K* Search for Top-K Planning. SOCS 2023: 38-46 - 2022
- [c38]Michael Katz, Shirin Sohrabi, Octavian Udrea:
Bounding Quality in Diverse Planning. AAAI 2022: 9805-9812 - [c37]Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas:
How to Reduce Action Space for Planning Domains? (Student Abstract). AAAI 2022: 12989-12990 - [c36]Michael Katz, Shirin Sohrabi:
Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria. ICAPS 2022: 179-183 - [c35]Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz:
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. ICAPS 2022: 588-596 - [i4]Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro:
AI Planning Annotation for Sample Efficient Reinforcement Learning. CoRR abs/2203.00669 (2022) - 2021
- [c34]Manik Bhandari, Mark Feblowitz, Oktie Hassanzadeh, Kavitha Srinivas, Shirin Sohrabi:
Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract). AAAI 2021: 15759-15760 - [c33]Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas, Octavian Udrea:
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution. AAAI 2021: 16032-16034 - [i3]Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz:
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. CoRR abs/2109.14830 (2021) - 2020
- [c32]Michael Katz, Shirin Sohrabi:
Reshaping Diverse Planning. AAAI 2020: 9892-9899 - [c31]Michael Katz, Shirin Sohrabi, Octavian Udrea:
Top-Quality Planning: Finding Practically Useful Sets of Best Plans. AAAI 2020: 9900-9907 - [c30]Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz:
Causal Knowledge Extraction through Large-Scale Text Mining. AAAI 2020: 13610-13611 - [c29]Michael Katz, Parikshit Ram, Shirin Sohrabi, Octavian Udrea:
Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning. ICAPS 2020: 403-411 - [c28]Maayan Shvo, Toryn Q. Klassen, Shirin Sohrabi, Sheila A. McIlraith:
Epistemic Plan Recognition. AAMAS 2020: 1251-1259 - [p1]Shirin Sohrabi, Octavian Udrea, Anton Riabov, Oktie Hassanzadeh:
Interactive Planning-Based Hypothesis Generation with LTS+ +. Knowledge Engineering Tools and Techniques for AI Planning 2020: 189-207 - [e1]J. Christopher Beck, Olivier Buffet, Jörg Hoffmann, Erez Karpas, Shirin Sohrabi:
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020. AAAI Press 2020, ISBN 978-1-57735-824-4 [contents]
2010 – 2019
- 2019
- [j5]Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz, Anton Riabov:
IBM Scenario Planning Advisor: Plan recognition as AI planning in practice. AI Commun. 32(1): 1-13 (2019) - [c27]Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber:
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. AAAI 2019: 7715-7723 - [c26]Maja Vukovic, Scott N. Gerard, Rick Hull, Michael Katz, Laura Shwartz, Shirin Sohrabi, Christian Muise, John J. Rofrano, Anup K. Kalia, Jinho Hwang, Yabin Dang, Jie Ma, Zhuoxuan Jiang:
Towards Automated Planning for Enterprise Services: Opportunities and Challenges. ICSOC 2019: 64-68 - [c25]Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz:
Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts. IJCAI 2019: 5003-5009 - [c24]Shirin Sohrabi:
AI Planning for Enterprise: Putting Theory Into Practice. IJCAI 2019: 6408-6410 - 2018
- [j4]Simon Parkinson, Mauro Vallati, Andrew Crampton, Shirin Sohrabi:
GraphBAD: A general technique for anomaly detection in security information and event management. Concurr. Comput. Pract. Exp. 30(16) (2018) - [c23]Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea:
An AI Planning Solution to Scenario Generation for Enterprise Risk Management. AAAI 2018: 160-167 - [c22]Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith:
An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem. Canadian AI 2018: 253-258 - [c21]Michael Katz, Shirin Sohrabi, Octavian Udrea, Dominik Winterer:
A Novel Iterative Approach to Top-k Planning. ICAPS 2018: 132-140 - [c20]Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz:
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice. IJCAI 2018: 5865-5867 - 2017
- [j3]Monica Anderson, Roman Barták, John S. Brownstein, David L. Buckeridge, Hoda Eldardiry, Christopher W. Geib, Maria L. Gini, Aaron Isaksen, Sarah Keren, Robert Laddaga, Viliam Lisý, Rodney Martin, David R. Martinez, Martin Michalowski, Loizos Michael, Reuth Mirsky, Thanh Hai Nguyen, Michael J. Paul, Enrico Pontelli, Scott Sanner, Arash Shaban-Nejad, Arunesh Sinha, Shirin Sohrabi, Kumar Sricharan, Biplav Srivastava, Mark Stefik, William W. Streilein, Nathan R. Sturtevant, Kartik Talamadupula, Michael Thielscher, Julian Togelius, Tran Cao Son, Long Tran-Thanh, Neal Wagner, Byron C. Wallace, Szymon Wilk, Jichen Zhu:
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 38(3): 72-82 (2017) - [c19]Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith:
An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report). AAAI Workshops 2017 - [c18]Shirin Sohrabi, Anton V. Riabov, Octavian Udrea:
State Projection via AI Planning. AAAI 2017: 4611-4617 - [c17]Shirin Sohrabi, Anton Riabov, Octavian Udrea, Fang Yuan:
Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise. ISWC (Posters, Demos & Industry Tracks) 2017 - 2016
- [c16]Shirin Sohrabi, Anton V. Riabov, Octavian Udrea, Oktie Hassanzadeh:
Finding Diverse High-Quality Plans for Hypothesis Generation. ECAI 2016: 1581-1582 - [c15]Shirin Sohrabi, Anton V. Riabov, Octavian Udrea:
Plan Recognition as Planning Revisited. IJCAI 2016: 3258-3264 - [c14]Shirin Sohrabi, Octavian Udrea, Anton V. Riabov, Oktie Hassanzadeh:
Interactive Planning-Based Hypothesis Generation with LTS++. IJCAI 2016: 4268-4269 - 2015
- [c13]Anton V. Riabov, Shirin Sohrabi, Daby M. Sow, Deepak S. Turaga, Octavian Udrea, Long H. Vu:
Planning-Based Reasoning for Automated Large-Scale Data Analysis. ICAPS 2015: 282-290 - 2014
- [i2]Shirin Sohrabi, Octavian Udrea, Anton V. Riabov:
Knowledge Engineering for Planning-Based Hypothesis Generation. CoRR abs/1408.6520 (2014) - 2013
- [b1]Shirin Sohrabi:
Customizing the Composition of Web Services and Beyond. University of Toronto, Canada, 2013 - [j2]Reynold S. Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Renée J. Miller:
Publishing bibliographic data on the Semantic Web using BibBase. Semantic Web 4(1): 15-22 (2013) - [c12]Shirin Sohrabi, Octavian Udrea, Anton Riabov:
Hypothesis Exploration for Malware Detection Using Planning. AAAI 2013: 883-889 - [c11]Shirin Sohrabi, Octavian Udrea, Anand Ranganathan, Anton Riabov:
HTN Planning for the Composition of Stream Processing Applications. ICAPS 2013 - 2011
- [j1]Sotirios Liaskos, Sheila A. McIlraith, Shirin Sohrabi, John Mylopoulos:
Representing and reasoning about preferences in requirements engineering. Requir. Eng. 16(3): 227-249 (2011) - [c10]Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith:
Preferred Explanations: Theory and Generation via Planning. AAAI 2011: 261-267 - 2010
- [c9]Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith:
Diagnosis as Planning Revisited. KR 2010 - [c8]Sotirios Liaskos, Sheila A. McIlraith, Shirin Sohrabi, John Mylopoulos:
Integrating Preferences into Goal Models for Requirements Engineering. RE 2010: 135-144 - [c7]Shirin Sohrabi:
Customizing the Composition of Actions, Programs, and Web Services with User Preferences. ISWC (2) 2010: 321-329 - [c6]Shirin Sohrabi, Sheila A. McIlraith:
Preference-Based Web Service Composition: A Middle Ground between Execution and Search. ISWC (1) 2010: 713-729 - [c5]Reynold Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Yang Yang, Minghua Zhao, Renée J. Miller:
Publishing Bibliographic Data on the Semantic Web using BibBase. ISWC (Posters & Demos) 2010
2000 – 2009
- 2009
- [c4]Shirin Sohrabi, Nataliya Prokoshyna, Sheila A. McIlraith:
Web Service Composition via the Customization of Golog Programs with User Preferences. Conceptual Modeling: Foundations and Applications 2009: 319-334 - [c3]Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith:
HTN Planning with Preferences. IJCAI 2009: 1790-1797 - [c2]Shirin Sohrabi, Sheila A. McIlraith:
Optimizing Web Service Composition While Enforcing Regulations. ISWC 2009: 601-617 - [i1]Shirin Sohrabi, Sheila A. McIlraith:
On Planning with Preferences in HTN. CoRR abs/0909.0682 (2009) - 2006
- [c1]Shirin Sohrabi, Nataliya Prokoshyna, Sheila A. McIlraith:
Web Service Composition Via Generic Procedures and Customizing User Preferences. ISWC 2006: 597-611
Coauthor Index
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