Classification with Costly Features Using Deep Reinforcement Learning. - Jaromír Janisch; Tomás Pevný; Viliam Lisý (AAAI, 2019)

Deep Reinforcement Learning with Explicitly Represented Knowledge and Variable State and Action Spaces. - Jaromír Janisch; Tomás Pevný; Viliam Lisý (CoRR, 2019)

Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks. - Jaromír Janisch; Tomás Pevný; Viliam Lisý (CoRR, 2020)

Classification with costly features as a sequential decision-making problem. - Jaromír Janisch; Tomás Pevný; Viliam Lisý (Mach. Learn., 2020)

NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios. - Jaromír Janisch; Tomás Pevný; Viliam Lisý (ESORICS Workshops (2), 2023)

Classification with costly features in hierarchical deep sets. - Jaromír Janisch; Tomás Pevný; Viliam Lisý (Mach. Learn., 2024)