Michael Beukman
9 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Machine Learning
(7)
Reinforcement Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications · Reinforcement Learning
(3)
Core AI
(3)
Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Robotics
(1)
Keywords
low-resource language
(2)
reinforcement learning
(2)
transfer learning
(2)
zero-shot learning
(2)
machine translation
(2)
cross-lingual transfer
(1)
minimax regret
(1)
multilingual nlp
(1)
general agents
(1)
multilingual model
(1)
procedural generation
(1)
unsupervised environment design
(1)
transition dynamics
(1)
open-ended learning
(1)
environment interaction
(1)
pre-trained language model
(1)
named entity recognition
(1)
language model fine-tuning
(1)
multilingual translation
(1)
neural network architecture
(1)
Papers
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks
ICLR 2025
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
ICML 2024
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
NeurIPS 2024
Refining Minimax Regret for Unsupervised Environment Design
ICML 2024
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition
IJCNLP 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
NeurIPS 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
EMNLP 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
EMNLP 2022