| Hypernetworks in Meta-Reinforcement Learning J Beck, MT Jackson, R Vuorio, S Whiteson 6th Annual Conference on Robot Learning, 2022 | 31 | 2022 |
| Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning M Matthews, M Beukman, B Ellis, M Samvelyan, M Jackson, S Coward, ... arXiv preprint arXiv:2402.16801, 2024 | 20 | 2024 |
| Discovering Temporally-Aware Reinforcement Learning Algorithms MT Jackson, C Lu, L Kirsch, RT Lange, S Whiteson, JN Foerster 12th International Conference on Learning Representations, 2024 | 17 | 2024 |
| Near to mid-term risks and opportunities of open source generative ai F Eiras, A Petrov, B Vidgen, CS de Witt, F Pizzati, K Elkins, ... arXiv preprint arXiv:2404.17047, 2024 | 9 | 2024 |
| Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design MT Jackson, M Jiang, J Parker-Holder, R Vuorio, C Lu, G Farquhar, ... 37th Conference on Neural Information Processing Systems, 2023 | 9 | 2023 |
| Risks and opportunities of open-source generative ai F Eiras, A Petrov, B Vidgen, C Schroeder, F Pizzati, K Elkins, ... arXiv preprint arXiv:2405.08597, 2024 | 8 | 2024 |
| Policy-Guided Diffusion MT Jackson, MT Matthews, C Lu, B Ellis, S Whiteson, J Foerster 1st Conference on Reinforcement Learning, 2024 | 6 | 2024 |
| Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering D Wang, Q Huang, M Jackson, J Gao Transactions of the Association for Computational Linguistics 12, 247-263, 2024 | 3 | 2024 |
| Jafar: An Open-Source Genie Reimplemention in Jax T Willi*, MT Jackson*, JN Foerster First Workshop on Controllable Video Generation@ ICML24, 2024 | 1 | 2024 |
| Can Learned Optimization Make Reinforcement Learning Less Difficult? AD Goldie, C Lu, MT Jackson, S Whiteson, JN Foerster arXiv preprint arXiv:2407.07082, 2024 | 1 | 2024 |
| SplAgger: Split Aggregation for Meta-Reinforcement Learning J Beck, M Jackson, R Vuorio, Z Xiong, S Whiteson arXiv preprint arXiv:2403.03020, 2024 | 1 | 2024 |
| Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps B Ellis*, MT Jackson*, A Lupu, AD Goldie, M Fellows, S Whiteson, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | | 2024 |
| Towards Reinforcement Learning Controllers for Soft Robots using Learned Environments U Berdica, M Jackson, NE Veronese, J Foerster, P Maiolino arXiv preprint arXiv:2410.18519, 2024 | | 2024 |
| Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI F Eiras, A Petrov, B Vidgen, CS de Witt, F Pizzati, K Elkins, ... Forty-first International Conference on Machine Learning, 2024 | | 2024 |
| Reinforcement Learning Controllers for Soft Robots Using Learned Environments U Berdica, M Jackson, NE Veronese, J Foerster, P Maiolino 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft), 933-939, 2024 | | 2024 |
| Multi-Modal Fusion by Meta-Initialization MT Jackson*, SA Malik*, MT Matthews, Y Mohamed-Ahmed arXiv preprint arXiv:2210.04843, 2022 | | 2022 |
Jakob FoersterAssociate Professor, University of OxfordVerified email at eng.ox.ac.uk
