| Towards a standardised performance evaluation protocol for cooperative marl R Gorsane, O Mahjoub, RJ de Kock, R Dubb, S Singh, A Pretorius Advances in Neural Information Processing Systems 35, 5510-5521, 2022 | 37 | 2022 |
| Jumanji: a diverse suite of scalable reinforcement learning environments in jax C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... arXiv preprint arXiv:2306.09884, 2023 | 23* | 2023 |
| Mava: A research framework for distributed multi-agent reinforcement learning A Pretorius, K Tessera, AP Smit, C Formanek, SJ Grimbly, K Eloff, ... arXiv e-prints, arXiv: 2107.01460, 2021 | 19* | 2021 |
| Efficiently Quantifying Individual Agent Importance in Cooperative MARL O Mahjoub, R de Kock, S Singh, W Khlifi, A Vall, K Tessera, A Pretorius arXiv preprint arXiv:2312.08466, 2023 | 2 | 2023 |
| On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL W Khlifi, S Singh, O Mahjoub, R de Kock, A Vall, R Gorsane, A Pretorius arXiv preprint arXiv:2312.08468, 2023 | 1 | 2023 |
| How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning S Singh, O Mahjoub, R de Kock, W Khlifi, A Vall, K Tessera, A Pretorius arXiv preprint arXiv:2312.08463, 2023 | | 2023 |
| Generalisable Agents for Neural Network Optimisation K Tessera, CR Tilbury, S Abramowitz, R de Kock, O Mahjoub, B Rosman, ... arXiv preprint arXiv:2311.18598, 2023 | | 2023 |
| Jumanji: a diverse suite of scalable reinforcement learning environments in jax C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... arXiv preprint arXiv:2306.09884, 2023 | | 2023 |
| Generalisable Agents for Neural Network Optimisation CR Tilbury, S Abramowitz, RJ de Kock, O Mahjoub, B Rosman, S Hooker, ... OPT 2023: Optimization for Machine Learning, 2023 | | 2023 |
| Generalisable Agents for Neural Network Optimisation R de Kock, O Mahjoub, B Rosman, S Hooker, A Pretorius | | |
| Past to Present: Assessing Evaluation in Multi-agent Reinforcement Learning S Singh, O Mahjoub, RJ de Kock, A Pretorius, W Khlifi, A Vall Deep Learning Indaba 2023, 0 | | |
