Akanksha Saran
6 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
human gaze
(2)
interaction-grounded learning
(2)
reinforcement learning
(1)
imitation learning
(1)
policy optimization
(1)
multimodal learning
(1)
sample complexity
(1)
egocentric vision
(1)
human-robot interaction
(1)
brain-computer interface
(1)
eye tracking
(1)
robot learning
(1)
uncertainty sampling
(1)
reward learning
(1)
implicit feedback
(1)
batch active learning
(1)
learning from demonstration
(1)
streaming algorithm
(1)
deep neural network
(1)
recommender system
(1)
Papers
Towards Principled Representation Learning from Videos for Reinforcement Learning
ICLR 2024
Personalized Reward Learning with Interaction-Grounded Learning (IGL)
ICLR 2023
Streaming Active Learning with Deep Neural Networks
ICML 2023
Interaction-Grounded Learning with Action-Inclusive Feedback
NeurIPS 2022
Human Gaze Assisted Artificial Intelligence: A Review
IJCAI 2020
Understanding Teacher Gaze Patterns for Robot Learning
CoRL 2019