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Trevor McInroe
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Deep reinforcement learning for multi-agent interaction
IH Ahmed, C Brewitt, I Carlucho, F Christianos, M Dunion, E Fosong, ...
AI Communications, 1-12, 2022
132022
Temporal disentanglement of representations for improved generalisation in reinforcement learning
M Dunion, T McInroe, KS Luck, JP Hanna, SV Albrecht
arXiv preprint arXiv:2207.05480, 2022
102022
Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning
T McInroe, L Schäfer, SV Albrecht
arXiv preprint arXiv:2110.04935, 2021
42021
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
M Dunion, T McInroe, KS Luck, JP Hanna, SV Albrecht
arXiv preprint arXiv:2305.14133, 2023
32023
Learning representations for control with hierarchical forward models
T McInroe, L Schäfer, SV Albrecht
arXiv preprint arXiv:2206.11396, 2022
12022
Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters
TA McInroe, M Spurrier, J Sieber, S Conneely
arXiv preprint arXiv:2103.06398, 2021
12021
Sample Efficiency in Sparse Reinforcement Learning: Or Your Money Back
TA McInroe
arXiv preprint arXiv:2008.12693, 2020
12020
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