Rosman, Benjamin

1. A Boolean Task Algebra for Reinforcement Learning
   2020/01/06 by Geraud Nangue Tasse, Steven James, Tasse, Geraud Nangue +3 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
2. Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
   2023/10/25 by Beukman, Michael, Jarvis, Devon, Klein, Richard +2 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Estimation of Body Mass Index from Photographs using Deep Convolutional\n Neural Networks
   2019/08/29 by Adam Pantanowitz, Pantanowitz, Adam, Emmanuel Cohen +11 · 2 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nutritional Studies and Diet
4. Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
   2022/05/25 by Geraud Nangue Tasse, Devon Jarvis, Tasse, Geraud Nangue +5 · 3 citations
   Computer Science · #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure
   2023/12/18 by Tristan Bester, Benjamin Rosman, Bester, Tristan +5 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #F.4 #FOS: Computer and information sciences #Formal Methods in Verification #I.2 #Machine Learning and Algorithms #Software Engineering Research
6. On The Specialization of Neural Modules
   2024/09/23 by Jarvis, Devon, Klein, Richard, Rosman, Benjamin +1 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Learning Portable Representations for High-Level Planning
   2019/05/28 by James, Steven, Rosman, Benjamin, Konidaris, George · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Learning to Follow Language Instructions with Compositional Policies
   2021/10/09 by Vanya Cohen, Geraud Nangue Tasse, Cohen, Vanya +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
9. InkubaLM: A small language model for low-resource African languages
   2024/08/30 by Tonja, Atnafu Lambebo, Dossou, Bonaventure F. P., Ojo, Jessica +8 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Comparing Synthetic Tabular Data Generation Between a Probabilistic Model and a Deep Learning Model for Education Use Cases
    2022/10/16 by Herkulaas Combrink, Vukosi Marivate, Combrink, Herkulaas MvE +3 · 1 citation
    Computer Science · Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
11. RobocupGym: A challenging continuous control benchmark in Robocup
    2024/07/03 by Michael Beukman, Beukman, Michael, Branden Ingram +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)
12. The Zeno's Paradox of `Low-Resource' Languages
    2024/10/28 by Hellina Hailu Nigatu, Atnafu Lambebo Tonja, Nigatu, Hellina Hailu +7 · 1 citation
    Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages
    2025/02/21 by Jenalea Rajab, Rajab, Jenalea, Anuoluwapo Aremu +25 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Research Data Management Practices #Semantic Web and Ontologies