Shirin Sohrabi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 44

Top Topics

Partially Observable

Reinforcement Learning

Top Venues

Publications

James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Large Language Models as Planning Domain Generators. CoRR (2024)
James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Large Language Models as Planning Domain Generators (Student Abstract). AAAI (2024)
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)
Brandon Rozek, Junkyu Lee, Harsha Kokel, Michael Katz, Shirin Sohrabi
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). AAAI (2024)
James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Large Language Models as Planning Domain Generators. ICAPS (2024)
Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi
Planning with Language Models Through The Lens of Efficiency. CoRR (2024)
Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. SOCS (2024)
Michael Katz, Junkyu Lee, Shirin Sohrabi
Unifying and Certifying Top-Quality Planning. ICAPS (2024)
Michael Katz, Junkyu Lee, Shirin Sohrabi
Unifying and Certifying Top-Quality Planning. CoRR (2024)
Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. CoRR (2024)
Harsha Kokel, Junkyu Lee, Michael Katz, Kavitha Srinivas, Shirin Sohrabi
Action Space Reduction for Planning Domains. IJCAI (2023)
Junkyu Lee, Michael Katz, Shirin Sohrabi
On K* Search for Top-K Planning. SOCS (2023)
Michael Katz, Junkyu Lee, Shirin Sohrabi
Generating SAS+ Planning Tasks of Specified Causal Structure. SOCS (2023)
Gregor Behnke, David Speck, Michael Katz, Shirin Sohrabi
On Partial Satisfaction Planning with Total-Order HTNs. ICAPS (2023)
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)
Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
How to Reduce Action Space for Planning Domains? (Student Abstract). AAAI (2022)
Michael Katz, Shirin Sohrabi
Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria. ICAPS (2022)
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 (2022)
Michael Katz, Shirin Sohrabi, Octavian Udrea
Bounding Quality in Diverse Planning. AAAI (2022)
Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas, Octavian Udrea
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution. AAAI (2021)
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 (2021)
Manik Bhandari, Mark Feblowitz, Oktie Hassanzadeh, Kavitha Srinivas, Shirin Sohrabi
Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract). AAAI (2021)
Michael Katz, Shirin Sohrabi
Reshaping Diverse Planning. AAAI (2020)
Michael Katz, Shirin Sohrabi, Octavian Udrea
Top-Quality Planning: Finding Practically Useful Sets of Best Plans. AAAI (2020)
Michael Katz, Parikshit Ram, Shirin Sohrabi, Octavian Udrea
Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning. ICAPS (2020)
Maayan Shvo, Toryn Q. Klassen, Shirin Sohrabi, Sheila A. McIlraith
Epistemic Plan Recognition. AAMAS (2020)
Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz
Causal Knowledge Extraction through Large-Scale Text Mining. AAAI (2020)
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. AAAI (2019)
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) (2019)
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)
Shirin Sohrabi
AI Planning for Enterprise: Putting Theory Into Practice. IJCAI (2019)
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)
Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith
An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem. Canadian Conference on AI (2018)
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice. IJCAI (2018)
Michael Katz, Shirin Sohrabi, Octavian Udrea, Dominik Winterer
A Novel Iterative Approach to Top-k Planning. ICAPS (2018)
Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea
An AI Planning Solution to Scenario Generation for Enterprise Risk Management. AAAI (2018)
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)
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea
State Projection via AI Planning. AAAI (2017)
Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith
An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report). AAAI Workshops (2017)
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)
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) (2017)
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea, Oktie Hassanzadeh
Finding Diverse High-Quality Plans for Hypothesis Generation. ECAI (2016)
Shirin Sohrabi, Octavian Udrea, Anton V. Riabov, Oktie Hassanzadeh
Interactive Planning-Based Hypothesis Generation with LTS++. IJCAI (2016)
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea
Plan Recognition as Planning Revisited. IJCAI (2016)
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)
Shirin Sohrabi, Octavian Udrea, Anton V. Riabov
Knowledge Engineering for Planning-Based Hypothesis Generation. CoRR (2014)
Shirin Sohrabi, Octavian Udrea, Anton Riabov
Hypothesis Exploration for Malware Detection Using Planning. AAAI (2013)
Shirin Sohrabi, Octavian Udrea, Anand Ranganathan, Anton Riabov
HTN Planning for the Composition of Stream Processing Applications. ICAPS (2013)
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) (2013)
Sotirios Liaskos, Sheila A. McIlraith, Shirin Sohrabi, John Mylopoulos
Representing and reasoning about preferences in requirements engineering. Requir. Eng. 16 (3) (2011)
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
Preferred Explanations: Theory and Generation via Planning. AAAI (2011)
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)
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
Diagnosis as Planning Revisited. KR (2010)
Shirin Sohrabi, Sheila A. McIlraith
Preference-Based Web Service Composition: A Middle Ground between Execution and Search. ISWC (1) (2010)
Shirin Sohrabi
Customizing the Composition of Actions, Programs, and Web Services with User Preferences. ISWC (2) (2010)
Sotirios Liaskos, Sheila A. McIlraith, Shirin Sohrabi, John Mylopoulos
Integrating Preferences into Goal Models for Requirements Engineering. RE (2010)
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
HTN Planning with Preferences. IJCAI (2009)
Shirin Sohrabi, Sheila A. McIlraith
On Planning with Preferences in HTN CoRR (2009)
Shirin Sohrabi, Sheila A. McIlraith
Optimizing Web Service Composition While Enforcing Regulations. ISWC (2009)
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)
Shirin Sohrabi, Nataliya Prokoshyna, Sheila A. McIlraith
Web Service Composition Via Generic Procedures and Customizing User Preferences. ISWC (2006)