Michael Beukman

Orcid: 0000-0002-5468-284X

According to our database1, Michael Beukman authored at least 20 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Hierarchically Composing Level Generators for the Creation of Complex Structures.
IEEE Trans. Games, June, 2024

Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks.
CoRR, 2024

JaxLife: An Open-Ended Agentic Simulator.
CoRR, 2024

RobocupGym: A challenging continuous control benchmark in Robocup.
CoRR, 2024

JaxUED: A simple and useable UED library in Jax.
CoRR, 2024

Second Life: Enabling a Student Special Interest Group through Decommissioned HPC Systems.
Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Refining Minimax Regret for Unsupervised Environment Design.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Augmentative Topology Agents For Open-Ended Learning.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Hierarchical WaveFunction Collapse.
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages.
CoRR, 2022

Adaptive Online Value Function Approximation with Wavelets.
CoRR, 2022

Towards Objective Metrics for Procedurally Generated Video Game Levels.
CoRR, 2022

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages.
Proceedings of the Seventh Conference on Machine Translation, 2022


Procedural content generation using neuroevolution and novelty search for diverse video game levels.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022



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