Keiran Paster
7 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICLR (4)
NIPS (3)
Top co-authors
Keywords
representation learning
(1)
reinforcement learning
(1)
offline reinforcement learning
(1)
domain generalization
(1)
supervised learning
(1)
instruction following
(1)
decision transformer
(1)
behavioral cloning
(1)
latent prior
(1)
block mdp
(1)
stochastic environment
(1)
hindsight relabeling
(1)
return conditioning
(1)
video pretraining
(1)
Papers
Llemma: An Open Language Model for Mathematics
ICLR 2024
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
ICLR 2024
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft
NIPS 2023
Large Language Models are Human-Level Prompt Engineers
ICLR 2023
You Canβt Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
NIPS 2022
Planning from Pixels using Inverse Dynamics Models
ICLR 2021
Learning Domain Invariant Representations in Goal-conditioned Block MDPs
NIPS 2021