Shirin Sohrabi

According to our database1, Shirin Sohrabi authored at least 55 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Large Language Models as Planning Domain Generators (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
On K* Search for Top-K Planning.
Proceedings of the Sixteenth International Symposium on Combinatorial Search, 2023

Generating SAS+ Planning Tasks of Specified Causal Structure.
Proceedings of the Sixteenth International Symposium on Combinatorial Search, 2023

Action Space Reduction for Planning Domains.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

On Partial Satisfaction Planning with Total-Order HTNs.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

2022
AI Planning Annotation for Sample Efficient Reinforcement Learning.
CoRR, 2022

Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

How to Reduce Action Space for Planning Domains? (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Bounding Quality in Diverse Planning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Epistemic Plan Recognition.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning.
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

Top-Quality Planning: Finding Practically Useful Sets of Best Plans.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Causal Knowledge Extraction through Large-Scale Text Mining.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Reshaping Diverse Planning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Interactive Planning-Based Hypothesis Generation with LTS+ +.
Proceedings of the Knowledge Engineering Tools and Techniques for AI Planning, 2020

2019
IBM Scenario Planning Advisor: Plan recognition as AI planning in practice.
AI Commun., 2019

AI Planning for Enterprise: Putting Theory Into Practice.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Towards Automated Planning for Enterprise Services: Opportunities and Challenges.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
GraphBAD: A general technique for anomaly detection in security information and event management.
Concurr. Comput. Pract. Exp., 2018

IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Novel Iterative Approach to Top-k Planning.
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem.
Proceedings of the Advances in Artificial Intelligence, 2018

An AI Planning Solution to Scenario Generation for Enterprise Risk Management.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.
AI Mag., 2017

Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

State Projection via AI Planning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report).
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Interactive Planning-Based Hypothesis Generation with LTS++.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Plan Recognition as Planning Revisited.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Finding Diverse High-Quality Plans for Hypothesis Generation.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Planning-Based Reasoning for Automated Large-Scale Data Analysis.
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014
Knowledge Engineering for Planning-Based Hypothesis Generation.
CoRR, 2014

2013
Customizing the Composition of Web Services and Beyond.
PhD thesis, 2013

Publishing bibliographic data on the Semantic Web using BibBase.
Semantic Web, 2013

HTN Planning for the Composition of Stream Processing Applications.
Proceedings of the Twenty-Third International Conference on Automated Planning and Scheduling, 2013

Hypothesis Exploration for Malware Detection Using Planning.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2011
Representing and reasoning about preferences in requirements engineering.
Requir. Eng., 2011

Preferred Explanations: Theory and Generation via Planning.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Publishing Bibliographic Data on the Semantic Web using BibBase.
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

Preference-Based Web Service Composition: A Middle Ground between Execution and Search.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Customizing the Composition of Actions, Programs, and Web Services with User Preferences.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Integrating Preferences into Goal Models for Requirements Engineering.
Proceedings of the RE 2010, 18th IEEE International Requirements Engineering Conference, Sydney, New South Wales, Australia, September 27, 2010

Diagnosis as Planning Revisited.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Twelfth International Conference, 2010

2009
On Planning with Preferences in HTN
CoRR, 2009

Optimizing Web Service Composition While Enforcing Regulations.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

HTN Planning with Preferences.
Proceedings of the IJCAI 2009, 2009

Web Service Composition via the Customization of Golog Programs with User Preferences.
Proceedings of the Conceptual Modeling: Foundations and Applications, 2009

2006
Web Service Composition Via Generic Procedures and Customizing User Preferences.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006


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