Nitarshan Rajkumar
4 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(13)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
reinforcement learning
(1)
imitation learning
(1)
deep learning
(1)
optimal control
(1)
trajectory optimization
(1)
generalization error
(1)
excess risk
(1)
distributional robustness
(1)
generalization bound
(1)
neural ordinary differential equation
(1)
dynamics learning
(1)
data-efficient reinforcement learning
(1)
neural network
(1)
unsupervised goal-conditioned rl
(1)
latent dynamics modelling
(1)
Papers
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics
ICLR 2023
Myriad: a real-world testbed to bridge trajectory optimization and deep learning
NIPS 2022
Pretraining Representations for Data-Efficient Reinforcement Learning
NIPS 2021
In search of robust measures of generalization
NIPS 2020