Shirin Sohrabi
20 papers · 2016–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(16)
π
Keyword Champion
(2)
π¬
Deep Specialist
(13)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(78)
Venues
Top co-authors
Research topics
Artificial Intelligence
(15)
Core AI
(15)
Machine Learning
(8)
Natural Language Processing
(4)
Reinforcement Learning
(4)
Applications Β· Natural Language Processing
(3)
Learning Types
(3)
Deep Learning
(2)
Application Areas
(2)
Applications Β· Reinforcement Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
automated planning
(6)
classical planning
(4)
ai planning
(4)
large language model
(4)
planning domain
(3)
diverse planning
(3)
plan quality
(3)
reinforcement learning
(2)
sample complexity
(2)
solution diversity
(2)
decision support
(2)
scenario planning
(2)
search algorithm
(2)
hierarchical reinforcement learning
(1)
heuristic search
(1)
plan selection
(1)
deep learning
(1)
plan generation
(1)
language model
(1)
natural language inference
(1)
Papers
QueryGym: Step-by-Step Interaction with Relational Databases
AAAI 2026
ACPBench: Reasoning About Action, Change, and Planning
AAAI 2025
Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract)
AAAI 2025
Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction
AAAI 2024
Large Language Models as Planning Domain Generators (Student Abstract)
AAAI 2024
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract)
AAAI 2024
Thought of Search: Planning with Language Models Through The Lens of Efficiency
NeurIPS 2024
Action Space Reduction for Planning Domains
IJCAI 2023
Bounding Quality in Diverse Planning
AAAI 2022
How to Reduce Action Space for Planning Domains? (Student Abstract)
AAAI 2022
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution
AAAI 2021
Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract)
AAAI 2021
Reshaping Diverse Planning
AAAI 2020
Top-Quality Planning: Finding Practically Useful Sets of Best Plans
AAAI 2020
AI Planning for Enterprise: Putting Theory Into Practice
IJCAI 2019
Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts
IJCAI 2019
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
AAAI 2019
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice
IJCAI 2018
Interactive Planning-Based Hypothesis Generation with LTS++
IJCAI 2016
Plan Recognition as Planning Revisited
IJCAI 2016