no code implementations • 10 Jan 2020 • Matthias Weissenbacher
In this work we propose a novel approach to utilize convolutional neural networks for time series forecasting.
1 code implementation • 11 Mar 2021 • Matthias Weissenbacher, Yoshinobu Kawahara
In this work we discuss the incorporation of quadratic neurons into policy networks in the context of model-free actor-critic reinforcement learning.
no code implementations • 2 Nov 2021 • Matthias Weissenbacher, Samarth Sinha, Animesh Garg, Yoshinobu Kawahara
The learned policies may then be deployed in real-world settings where interactions are costly or dangerous.
Ranked #1 on Offline RL on D4RL