Jelena Luketina
5 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Reinforcement Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Methods
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
deep reinforcement learning
(2)
representation learning
(1)
reinforcement learning
(1)
continual learning
(1)
neural network training
(1)
reward modeling
(1)
imitation learning
(1)
hyperparameter optimization
(1)
gradient-based optimization
(1)
knowledge transfer
(1)
knowledge distillation
(1)
instruction following
(1)
natural language understanding
(1)
out-of-distribution generalization
(1)
knowledge base
(1)
reinforcement learning from human feedback
(1)
sequential decision
(1)
reward function
(1)
natural language
(1)
latent representation
(1)
Papers
Understanding the Effects of RLHF on LLM Generalisation and Diversity
ICLR 2024
Transient Non-stationarity and Generalisation in Deep Reinforcement Learning
ICLR 2021
A Survey of Reinforcement Learning Informed by Natural Language
IJCAI 2019
Progress & Compress: A scalable framework for continual learning
ICML 2018
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters
ICML 2016