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Michael Beukman
Michael Beukman
Verified email at eng.ox.ac.uk
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A few thousand translations go a long way! leveraging pre-trained models for african news translation
DI Adelani, JO Alabi, A Fan, J Kreutzer, X Shen, M Reid, D Ruiter, ...
Conference of the North American Chapter of the Association for†…, 2022
322022
MasakhaNER 2.0: Africa-centric transfer learning for named entity recognition
DI Adelani, G Neubig, S Ruder, S Rijhwani, M Beukman, C Palen-Michel, ...
Conference on Empirical Methods in Natural Language Processing, 2022
162022
Procedural content generation using neuroevolution and novelty search for diverse video game levels
M Beukman, CW Cleghorn, S James
Proceedings of the Genetic and Evolutionary Computation Conference, 1028-1037, 2022
122022
Hierarchically Composing Level Generators for the Creation of Complex Structures
M Beukman, M Fokam, M Kruger, G Axelrod, M Nasir, B Ingram, ...
IEEE Transactions on Games, 2023
72023
Dynamics generalisation in reinforcement learning via adaptive context-aware policies
M Beukman, D Jarvis, R Klein, S James, B Rosman
37th Conference on Neural Information Processing Systems, 2023
52023
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition
M Beukman, M Fokam
Conference of the Asia-Pacific Chapter of the Association for Computational†…, 2023
3*2023
Augmentative topology agents for open-ended learning
M Nasir, M Beukman, S James, C Cleghorn
Proceedings of the Companion Conference on Genetic and Evolutionary†…, 2023
32023
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
I Abdulmumin, M Beukman, JO Alabi, C Emezue, E Asiko, T Adewumi, ...
Seventh Conference on Machine Translation (WMT), 2022
32022
Towards Objective Metrics for Procedurally Generated Video Game Levels
M Beukman, S James, C Cleghorn
arXiv preprint arXiv:2201.10334, 2022
12022
JaxUED: A simple and useable UED library in Jax
S Coward, M Beukman, J Foerster
arXiv preprint arXiv:2403.13091, 2024
2024
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
M Matthews, M Beukman, B Ellis, M Samvelyan, M Jackson, S Coward, ...
arXiv preprint arXiv:2402.16801, 2024
2024
Refining Minimax Regret for Unsupervised Environment Design
M Beukman, S Coward, M Matthews, M Fellows, M Jiang, M Dennis, ...
arXiv preprint arXiv:2402.12284, 2024
2024
Hierarchical WaveFunction Collapse
M Beukman, B Ingram, I Liu, B Rosman
Proceedings of the AAAI Conference on Artificial Intelligence and†…, 2023
2023
DYNAMICS GENERALISATION IN REINFORCEMENT LEARNING THROUGH
M Beukman
Faculty of Science, University of the Witwatersrand, Johannesburg, 2023
2023
Adaptive Online Value Function Approximation with Wavelets
M Beukman, M Mitchley, D Wookey, S James, G Konidaris
Conference on Reinforcement Learning and Decision Making, 2022
2022
Dynamics generalisation in reinforcement learning through the use of adaptive policies
M Beukman
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