ML Anthology

Luketina, Jelena

12 publications

CoLLAs 2024 Compositional Interfaces for Compositional Generalization Jelena Luketina, Jack Lanchantin, Sainbayar Sukhbaatar, Arthur Szlam
ICLR 2024 Understanding the Effects of RLHF on LLM Generalisation and Diversity Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu
ICMLW 2023 Compositional Interfaces for Compositional Generalization Jelena Luketina, Jack Lanchantin, Sainbayar Sukhbaatar, Arthur Szlam
NeurIPSW 2023 Understanding the Effects of RLHF on LLM Generalisation and Diversity Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu
CoLLAs 2022 Learning Skills Diverse in Value-Relevant Features Matthew J. A. Smith, Jelena Luketina, Kristian Hartikainen, Maximilian Igl, Shimon Whiteson
CoLLAs 2022 Meta-Gradients in Non-Stationary Environments Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh
ICLRW 2022 Meta-Gradients in Non-Stationary Environments Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh
ICLR 2021 Transient Non-Stationarity and Generalisation in Deep Reinforcement Learning Maximilian Igl, Gregory Farquhar, Jelena Luketina, Wendelin Boehmer, Shimon Whiteson
ICMLW 2020 WordCraft: An Environment for Benchmarking Commonsense Agents Minqi Jiang, Jelena Luketina, Nantas Nardelli, Pasquale Minervini, Philip Torr, Shimon Whiteson, Tim Rocktäschel
IJCAI 2019 A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob N. Foerster, Jacob Andreas, Edward Grefenstette, Shimon Whiteson, Tim Rocktäschel
ICML 2018 Progress & Compress: A Scalable Framework for Continual Learning Jonathan Schwarz, Wojciech Czarnecki, Jelena Luketina, Agnieszka Grabska-Barwinska, Yee Whye Teh, Razvan Pascanu, Raia Hadsell
ICML 2016 Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina, Mathias Berglund, Klaus Greff, Tapani Raiko