Shirin Sohrabi

Shirin Sohrabi

University of Toronto

H-index: 24

North America-Canada

About Shirin Sohrabi

Shirin Sohrabi, With an exceptional h-index of 24 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Artificial Intelligence, Automated Planning, Heuristic Search, Web Service Composition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Large Language Models as Planning Domain Generators

Planning with Language Models Through The Lens of Efficiency

Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract)

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction

Unifying and Certifying Top-Quality Planning

Causal knowledge identification and extraction

Generating artificial intelligence plans of high diversity

Action Space Reduction for Planning Domains

Shirin Sohrabi Information

University

Position

IBM Research /

Citations(all)

2095

Citations(since 2020)

1206

Cited By

1350

hIndex(all)

24

hIndex(since 2020)

20

i10Index(all)

40

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Shirin Sohrabi Skills & Research Interests

Artificial Intelligence

Automated Planning

Heuristic Search

Web Service Composition

Top articles of Shirin Sohrabi

Large Language Models as Planning Domain Generators

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Planning with Language Models Through The Lens of Efficiency

arXiv preprint arXiv:2404.11833

2024/4/18

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Junkyu Lee
Junkyu Lee

H-Index: 7

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Jungkoo Kang
Jungkoo Kang

H-Index: 6

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Unifying and Certifying Top-Quality Planning

arXiv preprint arXiv:2403.03176

2024/3/5

Junkyu Lee
Junkyu Lee

H-Index: 7

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Causal knowledge identification and extraction

2024/3/5

Generating artificial intelligence plans of high diversity

2023/12/7

Action Space Reduction for Planning Domains

2023/10/26

Guided plan recognition

2023/9/12

Learning Parameterized Policies for Planning Annotated RL

2023/8/17

Junkyu Lee
Junkyu Lee

H-Index: 7

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Iterative generation of top quality plans in automated plan generation for artificial intelligence applications and the like

2023/8/15

Lemming: A Tool for Guided Plan Selection using Landmarks

2023/7/8

Jung Koo Kang
Jung Koo Kang

H-Index: 3

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

On K* search for top-k planning

Proceedings of the International Symposium on Combinatorial Search

2023/7/2

Junkyu Lee
Junkyu Lee

H-Index: 7

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Generating SAS+ Planning Tasks of Specified Causal Structure

Proceedings of the International Symposium on Combinatorial Search

2023/7/2

Junkyu Lee
Junkyu Lee

H-Index: 7

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

On partial satisfaction planning with total-order HTNs

Proceedings of the International Conference on Automated Planning and Scheduling

2023/7/1

Integrated ai planners and rl agents through ai planning annotation in rl

2023/6/8

On Reducing Action Labels in Planning Domains

2023/4/13

Junkyu Lee
Junkyu Lee

H-Index: 7

Shirin Sohrabi
Shirin Sohrabi

H-Index: 16

Methods and systems for diverse instance generation in artificial intelligence planning

2022/12/13

Method and System for Automating Scenario Planning

2022/9/22

See List of Professors in Shirin Sohrabi University(University of Toronto)

Co-Authors

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