Disentangled skill embeddings for reinforcement learning JC Petangoda, S Pascual-Diaz, V Adam, P Vrancx, J Grau-Moya arXiv preprint arXiv:1906.09223, 2019 | 19 | 2019 |
A foliated view of transfer learning J Petangoda, NAM Monk, MP Deisenroth arXiv preprint arXiv:2008.00546, 2020 | 5 | 2020 |
Genni: Visualising the geometry of equivalences for neural network identifiability D Lengyel, J Petangoda, I Falk, K Highnam, M Lazarou, A Kolbeinsson, ... arXiv preprint arXiv:2011.07407, 2020 | 4 | 2020 |
On the structure of learning and transfer in machines J Petangoda Imperial College London, 2022 | | 2022 |
Learning to Transfer: A Foliated Theory J Petangoda, MP Deisenroth, NAM Monk arXiv preprint arXiv:2107.10763, 2021 | | 2021 |