📝 Publications

Thumbnail for Unifloral: Unified Offline Reinforcement Learning
Unifloral: Unified Offline Reinforcement Learning

Matthew Thomas Jackson*, Uljad Berdica*, Jarek Liesen*

Software, released in GitHub
Reinforcement LearningOffline RLAccelerated RLJax
Apr 15, 2025
Thumbnail for A Clean Slate for Offline Reinforcement Learning
A Clean Slate for Offline Reinforcement Learning

Matthew Thomas Jackson*, Uljad Berdica*, Jarek Liesen*, Shimon Whiteson, Jakob Nicolaus Foerster

Preprint, released in ArXiv
Reinforcement LearningOffline RL
Apr 15, 2025
Thumbnail for NAVIX: Scaling MiniGrid Environments with JAX
NAVIX: Scaling MiniGrid Environments with JAX

Eduardo Pignatelli, Jarek Liesen, Robert Tjarko Lange, Chris Lu, Pablo Samuel Castro, Laura Toni

Preprint, released in ArXiv
Accelerated RLJax
Jul 28, 2024
Thumbnail for Discovering Minimal Reinforcement Learning Environments
Discovering Minimal Reinforcement Learning Environments

Jarek Liesen, Chris Lu, Andrei Lupu, Jakob N. Foerster, Henning Sprekeler, Robert T. Lange

Preprint, released in ArXiv
Reinforcement LearningMeta-learning
Jun 18, 2024
Thumbnail for Rejax: Hardware-accelerated RL algorithms in pure Jax
Rejax: Hardware-accelerated RL algorithms in pure Jax

Jarek Liesen, Chris Lu, Robert Lange

Software, released in GitHub
Accelerated RLJax
Jun 3, 2024
Thumbnail for Behaviour Distillation
Behaviour Distillation

Andrei Lupu, Chris Lu, Jarek Luca Liesen, Robert Tjarko Lange, Jakob Nicolaus Foerster

Poster, released in ICLR 2024
Reinforcement LearningMeta-learningKnowledge Distillation
Jan 16, 2024