Beukman, Michael
- Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
2024/02/26 by Matthews, Michael, Beukman, Michael, Ellis, Benjamin +4 · 18 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
2022/05/04 by Adelani, David Ifeoluwa, Alabi, Jesujoba Oluwadara, Fan, Angela +42 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
2023/10/25 by Beukman, Michael, Jarvis, Devon, Klein, Richard +2 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks
2024/10/30 by Matthews, Michael, Beukman, Michael, Lu, Chris +1 · 10 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
2024/08/27 by Alexander R. Rutherford, Michael Beukman, Rutherford, Alexander +9 · 5 citations
Social Sciences · Decision Sciences · Mathematics · #Educational Assessment and Pedagogy #Educational Assessment and Improvement #Statistics Education and Methodologies
- MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
2022/10/22 by David Ifeoluwa Adelani, Adelani, David Ifeoluwa, Graham Neubig +87 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- JaxUED: A simple and useable UED library in Jax
2024/03/19 by Coward, Samuel, Beukman, Michael, Foerster, Jakob · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Refining Minimax Regret for Unsupervised Environment Design
2024/02/19 by Beukman, Michael, Coward, Samuel, Matthews, Michael +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- JaxLife: An Open-Ended Agentic Simulator
2024/09/01 by Lu, Chris, Beukman, Michael, Matthews, Michael +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- An Optimisation Framework for Unsupervised Environment Design
2025/05/27 by Nathan Monette, Alistair Letcher, Monette, Nathan +11 · 3 citations
Engineering · #BIM and Construction Integration
- RobocupGym: A challenging continuous control benchmark in Robocup
2024/07/03 by Michael Beukman, Branden Ingram, Beukman, Michael +7 · 1 citation
Computer Science · Engineering · #Control and Dynamics of Mobile Robots #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)