Lin Guan
9 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
π
Grand Slam
π₯
Unstoppable
(6)
Conferences
AAAI (3)
ICML (2)
NIPS (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
reinforcement learning
(5)
human demonstration
(2)
imitation learning
(2)
deep reinforcement learning
(2)
knowledge representation
(1)
explainable ai
(1)
interactive learning
(1)
self-supervised learning
(1)
feature learning
(1)
data augmentation
(1)
symbolic reasoning
(1)
policy learning
(1)
hierarchical reinforcement learning
(1)
feature importance
(1)
eye tracking
(1)
hierarchical planning
(1)
robot learning
(1)
game playing
(1)
sequential decision
(1)
sample efficiency
(1)
Papers
Position: LLMs Canβt Plan, But Can Help Planning in LLM-Modulo Frameworks
ICML 2024
Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning
AAAI 2024
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
NIPS 2023
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences
ICLR 2023
Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
ICML 2022
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems
AAAI 2022
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
NIPS 2021
Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset
AAAI 2020
Leveraging Human Guidance for Deep Reinforcement Learning Tasks
IJCAI 2019