Katie Winkle
3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
RSS (1)
Top co-authors
Keywords
large language model
(2)
reward modeling
(1)
policy optimization
(1)
preference optimization
(1)
human-robot interaction
(1)
zeroth-order optimization
(1)
domain expert
(1)
context window
(1)
encoder-decoder architecture
(1)
memory augmentation
(1)
interactive machine learning
(1)
decoder-only language model
(1)
socially assistive robot
(1)
in-situ learning
(1)
transformer architecture
(1)
personalized behavior
(1)
Papers
Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models
ACL 2025
Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract)
AAAI 2024
In-Situ Learning from a Domain Expert for Real World Socially Assistive Robot Deployment
RSS 2020