Sebastian Lee

12 papers A* 3A 1C 1Journal 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Theory of Initialisation's Impact on Specialisation.
ICLR
Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé, Andrew M. Saxe, Stefano Sarao Mannelli
2025 J jnl
A Theory of Initialisation's Impact on Specialisation.
CoRR
Devon Jarvis, Sebastian Lee, Clémentine C. J. Dominé, Andrew M. Saxe, Stefano Sarao Mannelli
2025 J jnl
Uncertainty Prioritized Experience Replay.
CoRR
Rodrigo Carrasco-Davis, Sebastian Lee, Claudia Clopath, Will Dabney
2024 J jnl
Lifelong Reinforcement Learning via Neuromodulation.
CoRR
Sebastian Lee, Samuel Liebana Garcia, Claudia Clopath, Will Dabney
2023 J jnl
The RL Perceptron: Generalisation Dynamics of Policy Learning in High Dimensions.
CoRR
Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli, Sebastian Goldt, Andrew M. Saxe
2022 J jnl
Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation.
CoRR
Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe
2022 A* conf
Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation.
ICML
Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe
2021 A* conf
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity.
ICML
Sebastian Lee, Sebastian Goldt, Andrew M. Saxe
2021 J jnl
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity.
CoRR
Sebastian Lee, Sebastian Goldt, Andrew M. Saxe
2021 A conf
Fast and Memory-Efficient Neural Code Completion.
MSR
Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi, Maik Riechert, Juliana Vicente Franco, Miltiadis Allamanis
2020 J jnl
Fast and Memory-Efficient Neural Code Completion.
CoRR
Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi, Maik Riechert, Juliana Franco, Miltiadis Allamanis
2019 C conf
MazeExplorer: A Customisable 3D Benchmark for Assessing Generalisation in Reinforcement Learning.
CoG
Luke Harries, Sebastian Lee, Jaroslaw Rzepecki, Katja Hofmann, Sam Devlin