Keith Ross
6 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
Conferences
NIPS (4)
EACL (1)
ICML (1)
Top co-authors
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)
batch reinforcement learning
(1)
entropy maximization
(1)
off-policy learning
(1)
visual representation learning
(1)
safe reinforcement learning
(1)
low-resource language
(1)
replay buffer
(1)
offline rl
(1)
cost constraint
(1)
small language model
(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
NIPS 2024
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
NIPS 2022
First Order Constrained Optimization in Policy Space
NIPS 2020
BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning
NIPS 2020
Striving for Simplicity and Performance in Off-Policy DRL: Output Normalization and Non-Uniform Sampling
ICML 2020