Pashootan Vaezipoor
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Machine Learning
(3)
Learning Types
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Applications · Reinforcement Learning
(1)
Methods
(1)
Keywords
linear temporal logic
(2)
sample efficiency
(2)
reinforcement learning
(2)
instruction following
(2)
combinatorial optimization
(2)
boolean satisfiability
(1)
graph representation learning
(1)
natural language inference
(1)
named entity recognition
(1)
task generalization
(1)
branch and bound
(1)
partially observable markov decision process
(1)
algorithm optimization
(1)
integer programming
(1)
natural language
(1)
monte carlo tree search
(1)
temporal logic
(1)
formal specification
(1)
self-supervised pretraining
(1)
mixed integer linear programming
(1)
Papers
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text
EMNLP 2024
Reward Machines for Deep RL in Noisy and Uncertain Environments
NeurIPS 2024
Augment with Care: Contrastive Learning for Combinatorial Problems
ICML 2022
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework
AAAI 2022
Learning to Follow Instructions in Text-Based Games
NeurIPS 2022
Learning Branching Heuristics for Propositional Model Counting
AAAI 2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL
ICML 2021