Classification with costly features using deep reinforcement learning J Janisch, T Pevný, V Lisý Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3959-3966, 2019 | 118 | 2019 |
Classification with costly features as a sequential decision-making problem J Janisch, T Pevný, V Lisý Machine Learning 109 (8), 1587-1615, 2020 | 39 | 2020 |
Symbolic relational deep reinforcement learning based on graph neural networks and autoregressive policy decomposition J Janisch, T Pevný, V Lisý arXiv preprint arXiv:2009.12462, 2020 | 24 | 2020 |
Nasimemu: Network attack simulator & emulator for training agents generalizing to novel scenarios J Janisch, T Pevný, V Lisý European Symposium on Research in Computer Security, 589-608, 2023 | 6 | 2023 |
Classification with costly features in hierarchical deep sets J Janisch, T Pevný, V Lisý Machine Learning, 1-36, 2024 | 2* | 2024 |
Applications of Deep Reinforcement Learning in Practical Sequential Information Acquisition Problems J Janisch Czech Technical University in Prague, Faculty of Electrical Engineering, 2024 | | 2024 |