Sebastian Lee

According to our database, Sebastian Lee authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Uncertainty Prioritized Experience Replay.

Rodrigo Carrasco-Davis, Sebastian Lee, Claudia Clopath, Will Dabney

CoRR, June, 2025

A Theory of Initialisation's Impact on Specialisation.

Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé, Andrew M. Saxe, Stefano Sarao Mannelli

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Lifelong Reinforcement Learning via Neuromodulation.

Sebastian Lee, Samuel Liebana Garcia, Claudia Clopath, Will Dabney

CoRR, 2024

2023

The RL Perceptron: Generalisation Dynamics of Policy Learning in High Dimensions.

Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli, Sebastian Goldt, Andrew M. Saxe

CoRR, 2023

2022

Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation.

Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe

Proceedings of the International Conference on Machine Learning, 2022

2021

Fast and Memory-Efficient Neural Code Completion.

Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi, Maik Riechert, Juliana Vicente Franco, Miltiadis Allamanis

Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

Continual Learning in the Teacher-Student Setup: Impact of Task Similarity.

Sebastian Lee, Sebastian Goldt, Andrew M. Saxe

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

MazeExplorer: A Customisable 3D Benchmark for Assessing Generalisation in Reinforcement Learning.

Luke Harries, Sebastian Lee, Jaroslaw Rzepecki, Katja Hofmann, Sam Devlin

Proceedings of the IEEE Conference on Games, 2019