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 | 127 | 2019 |
Classification with costly features as a sequential decision-making problem J Janisch, T Pevný, V Lisý Machine Learning 109 (8), 1587-1615, 2020 | 41 | 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 | 25 | 2023 |
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 | 25 | 2020 |
Classification with costly features in hierarchical deep sets J Janisch, T Pevný, V Lisý Machine Learning 113 (7), 4487-4522, 2024 | 5* | 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 |