Publications

Search field

AI anomaly detection auxiliary tasks BV-3D-Endo BV-3series CI classification CMA computer science computer vision constraints Cybernetics Data Mining Dato Minint decision trees deep learning Deep Reinforcement Learning digital content DLA DWT ensemble equality constraint explainable AI face recognition FEM Game Learning GBG general game playing gesture GP image mosaic Kriging Large Action Space learning LogSearch LSTM machine learning maximum likelihood estimation MONREP neuroendoscopy neuroinformatics nuclear physics online teaching optimization parameter tuning prediction rCMA reinforcement learning Representation learning Revenue Mgmt RL3 SACOBRA Serious Games SFA simulation SOMA SPOT surrogate models SVM TCN TDMR time series video streaming wavelet transform

Show all

2023

Lange, Moritz; Krystiniak, Noah; Engelhardt, Raphael C.; Konen, Wolfgang; Wiskott, Laurenz

Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison Proceedings Article

In: Nicosia, Giuseppe; Pardalos, Panos; others, (Ed.): 9th International Conference on machine Learning, Optimization, and Data Science (LOD2023), 2023, (Best Paper Award).

BibTeX | Tags: auxiliary tasks, reinforcement learning, Representation learning, RL3

 

Search field

Show all

1.

Lange, Moritz; Krystiniak, Noah; Engelhardt, Raphael C.; Konen, Wolfgang; Wiskott, Laurenz

Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison Proceedings Article

In: Nicosia, Giuseppe; Pardalos, Panos; others, (Ed.): 9th International Conference on machine Learning, Optimization, and Data Science (LOD2023), 2023, (Best Paper Award).

BibTeX