no code implementations • 4 Mar 2024 • Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt
To achieve a more robust causal inference result, this publication proposes a novel data-driven two-phase multi-split causal ensemble model to combine the strengths of different causality base algorithms.
no code implementations • 14 Mar 2023 • Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt
We review 129 peer-reviewed articles detailing the application of neural Monte Carlo tree search methods in domains other than games.
no code implementations • 6 Jan 2023 • Marco Kemmerling
Feedback connections play a prominent role in the human brain but have not received much attention in artificial neural network research.
no code implementations • 23 Dec 2022 • Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
RL is based on trial-and-error interactions of an agent with an environment.