Visualizing and understanding atari agents S Greydanus, A Koul, J Dodge, A Fern International conference on machine learning, 1792-1801, 2018 | 212 | 2018 |
Explainable Reinforcement Learning via Reward Decomposition Z Juozapaitis, A Koul, A Fern, M Erwig, F Doshi-Velez | 71 | 2019 |
Learning finite state representations of recurrent policy networks A Koul, S Greydanus, A Fern arXiv preprint arXiv:1811.12530, 2018 | 59 | 2018 |
Explaining deep adaptive programs via reward decomposition M Erwig, A Fern, M Murali, A Koul IJCAI/ECAI workshop on explainable artificial intelligence, 2018 | 14 | 2018 |
ma-gym: Collection of multi-agent environments based on OpenAI gym A Koul https://github.com/koulanurag/ma-gym, 2019 | 10* | 2019 |
Re-understanding finite-state representations of recurrent policy networks MH Danesh, A Koul, A Fern, S Khorram International Conference on Machine Learning, 2388-2397, 2021 | 6 | 2021 |
Dream and Search to Control: Latent Space Planning for Continuous Control A Koul, VV Kumar, A Fern, S Majumdar arXiv preprint arXiv:2010.09832, 2020 | | 2020 |