Learning to Optimise Climate Sensor Placement using a Transformer

no code implementations • 18 Oct 2023 • Chen Wang, Victoria Huang, Gang Chen, Hui Ma, Bryce Chen, Jochen Schmidt

In this paper, we introduce a novel sensor placement approach focused on learning improvement heuristics using deep reinforcement learning (RL) methods.

Management Reinforcement Learning (RL)

STAN: A stuttering therapy analysis helper

no code implementations • 15 Jun 2021 • Sebastian P. Bayerl, Marc Wenninger, Jochen Schmidt, Alexander Wolff von Gudenberg, Korbinian Riedhammer

Stuttering is a complex speech disorder identified by repeti-tions, prolongations of sounds, syllables or words and blockswhile speaking.

Timage -- A Robust Time Series Classification Pipeline

1 code implementation • 19 Sep 2019 • Marc Wenninger, Sebastian P. Bayerl, Jochen Schmidt, Korbinian Riedhammer

Time series are series of values ordered by time.

Benchmarking Classification +6