Keith Ross
6 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Keywords
deep reinforcement learning
(3)
sample efficiency
(2)
offline reinforcement learning
(1)
imitation learning
(1)
machine translation
(1)
policy learning
(1)
arabic dialect
(1)
constrained optimization
(1)
value function
(1)
continuous control
(1)
multivariate regression
(1)
batch reinforcement learning
(1)
entropy maximization
(1)
off-policy learning
(1)
visual representation learning
(1)
regularization parameter
(1)
safe reinforcement learning
(1)
low-resource language
(1)
neural collapse
(1)
replay buffer
(1)
Papers
Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning
EACL 2026
The Prevalence of Neural Collapse in Neural Multivariate Regression
NeurIPS 2024
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
NeurIPS 2022
BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning
NeurIPS 2020
First Order Constrained Optimization in Policy Space
NeurIPS 2020
Striving for Simplicity and Performance in Off-Policy DRL: Output Normalization and Non-Uniform Sampling
ICML 2020