Mhairi Dunion
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
disentangled representation
(2)
contrastive learning
(1)
reinforcement learning
(1)
self-supervised learning
(1)
mutual information
(1)
conditional mutual information
(1)
latent representation
(1)
zero-shot generalization
(1)
meta-reinforcement learning
(1)
noise contrastive estimation
(1)
correlation shift
(1)
representation learning
(1)
temporal disentanglement
(1)
Papers
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
NeurIPS 2024
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
NeurIPS 2023
Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning
ICLR 2023