Andreea Bobu
5 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
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Research topics
Keywords
inverse reinforcement learning
(2)
language model
(2)
domain adaptation
(1)
uncertainty quantification
(1)
test-time adaptation
(1)
human-in-the-loop learning
(1)
human-robot interaction
(1)
robot learning
(1)
distribution shift
(1)
value of information
(1)
robot manipulation
(1)
human feedback
(1)
adaptive computation
(1)
learning from demonstration
(1)
policy adaptation
(1)
human-agent communication
(1)
robot manipulator
(1)
interpretable feature
(1)
contrastive explanation
(1)
objective learning
(1)
Papers
Value of Information: A Framework for Human–Agent Communication
ACL 2026
Learning How Hard to Think: Input-Adaptive Allocation of LM Computation
ICLR 2025
Adaptive Language-Guided Abstraction from Contrastive Explanations
CoRL 2024
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation
ICML 2023
Learning under Misspecified Objective Spaces
CoRL 2018