Rushang Karia
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(6)
Machine Learning
(5)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
relational abstraction
(2)
hierarchical planning
(2)
benchmark evaluation
(1)
natural language processing
(1)
instruction following
(1)
relational learning
(1)
logical reasoning
(1)
hierarchical optimization
(1)
sequential decision making
(1)
in-context learning
(1)
automated planning
(1)
human-robot interaction
(1)
stochastic shortest path
(1)
symbolic planning
(1)
few-shot learning
(1)
probabilistic model
(1)
deep neural network
(1)
foundation model
(1)
planning algorithm
(1)
zero-shot learning
(1)
Papers
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks
ICLR 2025
Using Explainable AI and Hierarchical Planning for Outreach with Robots
AAAI 2025
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings
NeurIPS 2023
Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems
NeurIPS 2022
Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems
IJCAI 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
EMNLP 2022
Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning
AAAI 2021