| Jumanji: a diverse suite of scalable reinforcement learning environments in jax C Bonnet, D Luo, D Byrne, S Surana, V Coyette, P Duckworth, LI Midgley, ... URL https://arxiv. org/abs/2306.09884, 2023 | 22* | 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 |
| Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football A Smit, HA Engelbrecht, W Brink, A Pretorius Autonomous Agents and Multi-Agent Systems 37 (1), 20, 2023 | 4 | 2023 |
| Learning to communicate through imagination with model-based deep multi-agent reinforcement learning A Pretorius, S Cameron, AP Smit, E van Biljon, L Francis, F Azeez, ... | 3 | 2020 |
| Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q&A A Smit, P Duckworth, N Grinsztajn, K Tessera, TD Barrett, A Pretorius arXiv preprint arXiv:2311.17371, 2023 | 2 | 2023 |
| Merging deep neural networks and probabilistic models using Sum product networks AP Smit Stellenbosch: Stellenbosch University, 2020 | 1 | 2020 |
| Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets UAM Sob, Q Li, M Arbesú, O Bent, AP Smit, A Pretorius arXiv preprint arXiv:2407.13780, 2024 | | 2024 |
| Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets UA Mbou Sob, Q Li, M Arbesú, O Bent, AP Smit, A Pretorius arXiv e-prints, arXiv: 2407.13780, 2024 | | 2024 |
| Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs AP Smit, N Grinsztajn, P Duckworth, TD Barrett, A Pretorius Forty-first International Conference on Machine Learning, 2024 | | 2024 |
| Offline RL for generative design of protein binders D Tarasov, UA Mbou Sob, M Arbesu, N Siboni, S Boyer, M Skwark, A Smit, ... bioRxiv, 2023.11. 29.569328, 2023 | | 2023 |
| Scaling multi-agent reinforcement learning to eleven aside simulated robot soccer A Smit Stellenbosch: Stellenbosch University, 2022 | | 2022 |
