1 code implementation • 30 Jan 2023 • Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
The ability to plan actions on multiple levels of abstraction enables intelligent agents to solve complex tasks effectively.
1 code implementation • 4 Oct 2022 • Kalle Kujanpää, Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen
To address this problem, we propose Continuous Monte Carlo Graph Search (CMCGS), an extension of MCTS to online planning in environments with continuous state and action spaces.
no code implementations • 4 Oct 2021 • Kalle Kujanpää, Willie Victor, Alexander Ilin
AI-based defensive solutions are necessary to defend networks and information assets against intelligent automated attacks.
no code implementations • 17 Jun 2020 • Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki
Longitudinal datasets measured repeatedly over time from individual subjects, arise in many biomedical, psychological, social, and other studies.