1 code implementation • 10 Oct 2023 • Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
Deep reinforcement learning agents, trained without prior knowledge, have shown to outperform humans in various complex planning problems in recent years.
1 code implementation • 7 Jun 2023 • Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
AlphaZero-type algorithms may stop improving on single-player tasks in case the value network guiding the tree search is unable to approximate the outcome of an episode sufficiently well.
no code implementations • 12 Jan 2021 • Quirin Göttl, Dominik G. Grimm, Jakob Burger
The method is applied successfully to a reaction-distillation process in a quaternary system.