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Devon Jarvis
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Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
GN Tasse, D Jarvis, S James, B Rosman
The Twelfth International Conference on Learning Representations, 2024
14*2024
Dynamics generalisation in reinforcement learning via adaptive context-aware policies
M Beukman, D Jarvis, R Klein, S James, B Rosman
Advances in Neural Information Processing Systems 36, 2023
132023
On The Specialization of Neural Modules
D Jarvis, R Klein, B Rosman, AM Saxe
Proceedings of the The Eleventh International Conference on Learning …, 2023
102023
The Role of Learning Regime, Architecture and Dataset Structure on Systematic Generalization in Simple Neural Networks
D Jarvis, R Klein, B Rosman, AM Saxe
1
NeuralPlayground: A Standardised Environment for Evaluating Models of Hippocampus and Entorhinal Cortex
CCJ Domine, RA Carrasco Davis, L Hollingsworth, N Sirmpilatze, ...
bioRxiv, 2024.03. 06.583699, 2024
2024
Revisiting the Role of Relearning in Semantic Dementia
D Jarvis, V Klar, R Klein, B Rosman, A Saxe
Sixth Conference on Cognitive Computational Neuroscience, 2023
2023
Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning
N Michlo, D Jarvis, R Klein, S James
arXiv preprint arXiv:2205.06000, 2022
2022
Generalizing regularization of neural networks to correlated parameter spaces
D Jarvis
Faculty of Science, University of the Witwatersrand, Johannesburg, 2021
2021
A Linear Network Theory of Iterated Learning
D Jarvis, R Klein, B Rosman, AM Saxe
NeurIPS 2024 Workshop on Compositional Learning: Perspectives, Methods, and …, 0
A Theory of Initialisation's Impact on Specialisation
D Jarvis, S Lee, CCJ Dominé, AM Saxe, SS Mannelli
NeurIPS 2024 Workshop on Mathematics of Modern Machine Learning, 0
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Articles 1–10