Sohrabi, Shirin

28 publications

AAAI 2025 ACPBench: Reasoning About Action, Change, and Planning Harsha Kokel, Michael Katz, Kavitha Srinivas, Shirin Sohrabi

AAAI 2025 Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract) Daniel Cao, Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi

NeurIPSW 2024 Automating Thought of Search: A Journey Towards Soundness and Completeness Daniel Yiming Cao, Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi

AAAI 2024 Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction Tathagata Chakraborti, Jungkoo Kang, Francesco Fuggitti, Michael Katz, Shirin Sohrabi

AAAI 2024 Large Language Models as Planning Domain Generators (Student Abstract) James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi

AAAI 2024 Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract) Brandon Rozek, Junkyu Lee, Harsha Kokel, Michael Katz, Shirin Sohrabi

NeurIPS 2024 Thought of Search: Planning with Language Models Through the Lens of Efficiency Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi

NeurIPSW 2024 Thought of Search: Planning with Language Models Through the Lens of Efficiency Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi

IJCAI 2023 Action Space Reduction for Planning Domains Harsha Kokel, Junkyu Lee, Michael Katz, Kavitha Srinivas, Shirin Sohrabi

NeurIPSW 2023 Hierarchical Reinforcement Learning with AI Planning Models Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Geraud Nangue Tasse, Tim Klinger, Shirin Sohrabi

AAAI 2022 Bounding Quality in Diverse Planning Michael Katz, Shirin Sohrabi, Octavian Udrea

AAAI 2022 How to Reduce Action Space for Planning Domains? (Student Abstract) Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas

AAAI 2021 IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas, Octavian Udrea

AAAI 2021 Unsupervised Causal Knowledge Extraction from Text Using Natural Language Inference (Student Abstract) Manik Bhandari, Mark Feblowitz, Oktie Hassanzadeh, Kavitha Srinivas, Shirin Sohrabi

AAAI 2020 Causal Knowledge Extraction Through Large-Scale Text Mining Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz

AAAI 2020 Reshaping Diverse Planning Michael Katz, Shirin Sohrabi

AAAI 2020 Top-Quality Planning: Finding Practically Useful Sets of Best Plans Michael Katz, Shirin Sohrabi, Octavian Udrea

IJCAI 2019 AI Planning for Enterprise: Putting Theory into Practice Shirin Sohrabi

IJCAI 2019 Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz

AAAI 2019 Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber

AAAI 2018 An AI Planning Solution to Scenario Generation for Enterprise Risk Management Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea

IJCAI 2018 IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz

AAAI 2017 State Projection via AI Planning Shirin Sohrabi, Anton V. Riabov, Octavian Udrea

IJCAI 2016 Interactive Planning-Based Hypothesis Generation with LTS++ Shirin Sohrabi, Octavian Udrea, Anton V. Riabov, Oktie Hassanzadeh

IJCAI 2016 Plan Recognition as Planning Revisited Shirin Sohrabi, Anton V. Riabov, Octavian Udrea

AAAI 2013 Hypothesis Exploration for Malware Detection Using Planning Shirin Sohrabi, Octavian Udrea, Anton Riabov

AAAI 2011 Preferred Explanations: Theory and Generation via Planning Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith

IJCAI 2009 HTN Planning with Preferences Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith