Jelena Luketina

1. Understanding the Effects of RLHF on LLM Generalisation and Diversity
   2023/10/10 by Robert Kirk, Ishita Mediratta, Kirk, Robert +12 · 1 voice · 119 citations
   Computer Science · #cs.LG #cs.AI #cs.CL
2. Progress & Compress: A scalable framework for continual learning
   2018/05/16 by Jonathan Schwarz, Jelena Luketina, Schwarz, Jonathan +13 · 51 citations
   Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #stat.ML
3. A Survey of Reinforcement Learning Informed by Natural Language
   2019/06/10 by Jelena Luketina, Luketina, Jelena, Nantas Nardelli +13 · 16 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CL #cs.LG #stat.ML
4. Transient Non-Stationarity and Generalisation in Deep Reinforcement Learning
   2020/06/10 by Igl, Maximilian, Farquhar, Gregory, Luketina, Jelena +7 · 13 citations
   Computer Science · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
5. On the Impossibility of Supersized Machines
   2017/03/31 by Ben Garfinkel, Miles Brundage, Garfinkel, Ben +17 · 11 voices
   Computer Science · Physics and Astronomy · #Computability, Logic, AI Algorithms #Computer science #Credence #Economics #Epistemology #Impossibility #Law #Machine learning #Margin (machine learning) #Mathematical economics #Outcome (game theory) #Philosophy #Political science #Positive economics #cs.CY #physics.pop-ph
6. Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters
   2015/11/20 by Jelena Luketina, Luketina, Jelena, Mathias Berglund +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
7. WordCraft: An Environment for Benchmarking Commonsense Agents
   2020/07/17 by Minqi Jiang, Jiang, Minqi, Jelena Luketina +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG