| Rlops: Development life-cycle of reinforcement learning aided open ran P Li, J Thomas, X Wang, A Khalil, A Ahmad, R Inacio, S Kapoor, A Parekh, ... IEEE Access 10, 113808-113826, 2022 | 31 | 2022 |
| Self-play learning strategies for resource assignment in Open-RAN networks X Wang, JD Thomas, RJ Piechocki, S Kapoor, R Santos-Rodríguez, ... Computer Networks 206, 108682, 2022 | 28 | 2022 |
| Federated meta-learning for traffic steering in o-ran H Erdol, X Wang, P Li, JD Thomas, R Piechocki, G Oikonomou, R Inacio, ... 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 1-7, 2022 | 15 | 2022 |
| Scalable multi-agent reinforcement learning for warehouse logistics with robotic and human co-workers A Krnjaic, RD Steleac, JD Thomas, G Papoudakis, L Schäfer, AWK To, ... arXiv preprint arXiv:2212.11498, 2022 | 13 | 2022 |
| Multi-lingual agents through multi-headed neural networks JD Thomas, R Santos-Rodriguez, R Piechocki, M Anca arXiv preprint arXiv:2111.11129, 2021 | 5 | 2021 |
| Sim2real for reinforcement learning driven next generation networks P Li, J Thomas, X Wang, H Erdol, A Ahmad, R Inacio, S Kapoor, A Parekh, ... arXiv preprint arXiv:2206.03846, 2022 | 4 | 2022 |
| Achieving goals using reward shaping and curriculum learning M Anca, JD Thomas, D Pedamonti, M Hansen, M Studley Proceedings of the Future Technologies Conference, 316-331, 2023 | 3 | 2023 |
| Network maintenance planning via multi-agent reinforcement learning J Thomas, MP Hernández, AK Parlikad, R Piechocki 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021 | 3 | 2021 |
| Understanding redundancy in discrete multi-agent communication JD Thomas, R Santos-Rodriguez, R Piechocki Second Workshop on Language and Reinforcement Learning, 2022 | 2 | 2022 |
| Towards Cooperative MARL in Industrial Domains JD Thomas University of Bristol, 2023 | 1 | 2023 |
| Effects of reward shaping on curriculum learning in goal conditioned tasks M Anca, M Studley, M Hansen, JD Thomas, D Pedamonti arXiv preprint arXiv:2206.02462, 2022 | 1 | 2022 |
| Learning Efficient Recursive Numeral Systems via Reinforcement Learning JD Thomas, A Silvi, D Dubhashi, E Carlsson, M Johansson arXiv preprint arXiv:2409.07170, 2024 | | 2024 |
| Multi-lingual agents through multi-headed neural networks Proceedings of the Northern Lights Deep Learning Workshop 4, 2023 | | 2023 |
| Autonomous Agents Research Group S Albrecht, F Christianos, L Schäfer, T McInroe, M Dunion, A Jelley, ... | | 2020 |
| O-RAN H Erdol, X Wang, P Li, JD Thomas, R Piechocki, G Oikonomou, R Inacio, ... | | |
Robert PiechockiUniversity of BristolVerified email at bristol.ac.uk