49 citations · 131 across the 37 of their papers we have counts for
4 papers · 1 filter
Invariance to Quantile Selection in Distributional Continuous Control
Felix Grün, Muhammad Saif-ur-Rehman, Tobias Glasmachers +1
In recent years distributional reinforcement learning has produced many state of the art results. Increasingly sample efficient Distributional algorithms for the discrete action do…
Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM!
Tobias Glasmachers
Support vector machines (SVMs) are a standard method in the machine learning toolbox, in particular for tabular data. Non-linear kernel SVMs often deliver highly accurate predictor…
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces
Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers +2
Objective: Electroencephalography (EEG) and electromyography (EMG) are two non-invasive bio-signals, which are widely used in human machine interface (HMI) technologies (EEG-HMI an…
From Motion to Muscle
Marie D. Schmidt, Tobias Glasmachers, Ioannis Iossifidis
Voluntary human motion is the product of muscle activity that results from upstream motion planning of the motor cortical areas. We show that muscle activity can be artificially ge…