Benjamin Rosman
University of the Witwatersrand
H-index: 23
Africa-South Africa
Top articles of Benjamin Rosman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Transferable dynamics models for efficient object-oriented reinforcement learning | Artificial Intelligence | Ofir Marom Benjamin Rosman | 2024/4/1 |
Towards Financially Inclusive Credit Products Through Financial Time Series Clustering | arXiv preprint arXiv:2402.11066 | Tristan Bester Benjamin Rosman | 2024/2/16 |
Dynamics generalisation in reinforcement learning via adaptive context-aware policies | Advances in Neural Information Processing Systems | Michael Beukman Devon Jarvis Richard Klein Steven James Benjamin Rosman | 2024/2/13 |
The Challenge of Redundancy on Multi-agent Value Factorisation. | Siddarth Shandeep Singh Benjamin Rosman | 2023/3/28 | |
Generating Interpretable Play-style Descriptions through Deep Unsupervised Clustering of Trajectories | IEEE Transactions on Games | Branden Ingram Clint van Alten Richard Klein Benjamin Rosman | 2023/7/26 |
Hierarchical WaveFunction Collapse | Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment | Michael Beukman Branden Ingram Ireton Liu Benjamin Rosman | 2023/10/6 |
Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure | arXiv preprint arXiv:2312.11364 | Tristan Bester Benjamin Rosman Steven James Geraud Nangue Tasse | 2023/12/18 |
A framework for grassroots research collaboration in machine learning and global health | Christopher Brian Currin Mercy Nyamewaa Asiedu Chris Fourie Benjamin Rosman Houcemeddine Turki | 2023/3/2 | |
Hierarchically composing level generators for the creation of complex structures | IEEE Transactions on Games | Michael Beukman Manuel Fokam Marcel Kruger Guy Axelrod Muhammad Nasir | 2023/7/21 |
Creating diverse play-style-centric agents through behavioural cloning | Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment | Branden Ingram Clint Van Alten Richard Klein Benjamin Rosman | 2023/10/6 |
Generalisable Agents for Neural Network Optimisation | Kale-ab Tessera Callum Tilbury Sasha Abramowitz Ruan de Kock Omayma Mahjoub | 2023/10/28 | |
A comparison of visual place recognition methods using a mobile robot in an indoor environment | Beatrice Van Eden Natasha Botha Benjamin Rosman | 2023 | |
ROSARL: Reward-Only Safe Reinforcement Learning | arXiv preprint arXiv:2306.00035 | Geraud Nangue Tasse Tamlin Love Mark Nemecek Steven James Benjamin Rosman | 2023/5/31 |
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based Planning | ArXiv | Rowan Hodson Bruce Bassett Charel van Hoof Benjamin Rosman Mark Solms | 2023/8/15 |
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning | Geraud Nangue Tasse Devon Jarvis Steven James Benjamin Rosman | 2023/10/13 | |
On the specialization of neural modules | Devon Jarvis Richard Klein Benjamin Rosman Andrew Saxe | 2023/5/5 | |
Applying a principle of explicability to AI research in Africa: should we do it? | Mary Carman Benjamin Rosman | 2023/8/15 | |
Compositional Instruction Following with Language Models and Reinforcement Learning | Vanya Cohen Geraud Nangue Tasse Nakul Gopalan Steven James Matthew Gombolay | 2023/10/13 | |
FABRIC: A framework for the design and evaluation of collaborative robots with extended human adaptation | ACM Transactions on Human-Robot Interaction | O Can Görür Benjamin Rosman Fikret Sivrikaya Sahin Albayrak | 2023/3 |
Who should I trust? Cautiously learning with unreliable experts | Neural Computing and Applications | Tamlin Love Ritesh Ajoodha Benjamin Rosman | 2023/8 |
Co-Authors
