Katie Winkle

3 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ACL (1) RSS (1)

Top co-authors

Alessio Galatolo (2) Ailie Turton (1) Paul Bremner (1) Severin Lemaignan (1) Meriem Beloucif (1) Ute Leonards (1) Praminda Caleb-Solly (1) Zhenbang Dai (1)

Research topics

Artificial Intelligence (3) Core AI (2) Learning Paradigms (2) Deep Learning (1) Machine Learning (1) Architectures (1) Learning Types (1) Models (1) Optimization & Theory (1) Techniques (1)

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