no code implementations • 17 Jun 2023 • Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli, Sebastian Goldt, Andrew Saxe
Reinforcement learning (RL) algorithms have proven transformative in a range of domains.
1 code implementation • 18 May 2022 • Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew Saxe
Continual learning - learning new tasks in sequence while maintaining performance on old tasks - remains particularly challenging for artificial neural networks.
1 code implementation • 9 Jul 2021 • Sebastian Lee, Sebastian Goldt, Andrew Saxe
Using each teacher to represent a different task, we investigate how the relationship between teachers affects the amount of forgetting and transfer exhibited by the student when the task switches.
no code implementations • 28 Apr 2020 • Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi, Maik Riechert, Juliana Franco, Miltiadis Allamanis
Code completion is one of the most widely used features of modern integrated development environments (IDEs).