Augustine N. Mavor-Parker

According to our database, Augustine N. Mavor-Parker authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning.

Augustine N. Mavor-Parker, Matthew J. Sargent, Caswell Barry, Lewis D. Griffin, Clare Lyle

CoRR, 2024

2023

Towards Automated Circuit Discovery for Mechanistic Interpretability.

Arthur Conmy, Augustine N. Mavor-Parker, Aengus Lynch, Stefan Heimersheim, Adrià Garriga-Alonso

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Functional Connectome: Approximating Brain Networks with Artificial Neural Networks.

Sihao Liu, Augustine N. Mavor-Parker, Caswell Barry

CoRR, 2022

A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism.

Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry

CoRR, 2022

How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation.

Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin

Proceedings of the International Conference on Machine Learning, 2022

Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs.

Jason D. McEwen, Christopher G. R. Wallis, Augustine N. Mavor-Parker

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Escaping Stochastic Traps with Aleatoric Mapping Agents.

Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin

CoRR, 2021

Efficient Generalized Spherical CNNs.

Oliver J. Cobb, Christopher G. R. Wallis, Augustine N. Mavor-Parker, Augustin Marignier, Matthew A. Price, Mayeul d'Avezac, Jason D. McEwen

Proceedings of the 9th International Conference on Learning Representations, 2021