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Jeffery Dick
Jeffery Dick
Loughborough University
Adresse e-mail validée de lboro.ac.uk
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Deep reinforcement learning with modulated Hebbian plus Q-network architecture
P Ladosz, E Ben-Iwhiwhu, J Dick, N Ketz, S Kolouri, JL Krichmar, PK Pilly, ...
IEEE Transactions on Neural Networks and Learning Systems 33 (5), 2045-2056, 2021
202021
Towards a theory of out-of-distribution learning
J Dey, A Geisa, R Mehta, TM Tomita, HS Helm, H Xu, E Eaton, J Dick, ...
arXiv preprint arXiv:2109.14501, 2021
182021
Context meta-reinforcement learning via neuromodulation
E Ben-Iwhiwhu, J Dick, NA Ketz, PK Pilly, A Soltoggio
Neural Networks 152, 70-79, 2022
132022
Evolving inborn knowledge for fast adaptation in dynamic pomdp problems
E Ben-Iwhiwhu, P Ladosz, J Dick, WH Chen, P Pilly, A Soltoggio
Proceedings of the 2020 genetic and evolutionary computation conference, 280-288, 2020
132020
Reducing the ambiguity of Parikh matrices
J Dick, LK Hutchinson, R Mercaş, D Reidenbach
International Conference on Language and Automata Theory and Applications …, 2020
82020
Detecting changes and avoiding catastrophic forgetting in dynamic partially observable environments
J Dick, P Ladosz, E Ben-Iwhiwhu, H Shimadzu, P Kinnell, PK Pilly, ...
Frontiers in neurorobotics 14, 578675, 2020
72020
The configurable tree graph (ct-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning
A Soltoggio, E Ben-Iwhiwhu, C Peridis, P Ladosz, J Dick, PK Pilly, ...
arXiv preprint arXiv:2302.10887, 2023
42023
Statistical Context Detection for Deep Lifelong Reinforcement Learning
J Dick, S Nath, C Peridis, E Benjamin, S Kolouri, A Soltoggio
arXiv preprint arXiv:2405.19047, 2024
12024
Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture
P Ladosz, E Ben-Iwhiwhu, J Dick, Y Hu, N Ketz, S Kolouri, JL Krichmar, ...
arXiv preprint arXiv:1909.09902, 2019
2019
Statistical methods for task detection in lifelong reinforcement learning
J Dick
Loughborough University, 0
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