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Kolby Nottingham

3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) NAACL (1)

Top co-authors

Roy Fox (3) Sameer Singh (3) KyungMin Kim (1) Peter Clark (1) Alane Suhr (1) Bodhisattwa Prasad Majumder (1) Yasaman Razeghi (1) Hannaneh Hajishirzi (1) Bhavana Dalvi Mishra (1) Prithviraj Ammanabrolu (1)

Keywords

reinforcement learning (1) sample efficiency (1) hierarchical planning (1) feature selection (1) language model (1) exploration strategy (1) inference optimization (1) embodied decision making (1) world modeling (1) selective perception (1) state description (1) language model actor (1)

Papers

Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills ICML 2024 Selective Perception: Learning Concise State Descriptions for Language Model Actors NAACL 2024 Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling ICML 2023