Kolby Nottingham
3 papers · 2023–2024 · 2 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
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
reinforcement learning
(1)
sample efficiency
(1)
hierarchical planning
(1)
feature selection
(1)
policy improvement
(1)
language model
(1)
exploration strategy
(1)
inference optimization
(1)
large language model
(1)
embodied decision-making
(1)
transferable skill
(1)
world modeling
(1)
selective perception
(1)
state description
(1)
language model actor
(1)
in-context reinforcement
(1)
skill set optimization
(1)
subtrajectories
(1)
Papers
Selective Perception: Learning Concise State Descriptions for Language Model Actors
NAACL 2024
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills
ICML 2024
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
ICML 2023