Publikationen

Suchfeld

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

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2015

Konen, Wolfgang

The rCMA Tutorial: Examples for using CMA-ES in R Technical Report

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, 2015.

Links | BibTeX | Schlagwörter: CI, CMA, constraints, MONREP, optimization, rCMA

2009

Konen, Wolfgang; Bartz-Beielstein, Thomas

Reinforcement learning for games: failures and successes -- CMA-ES and TDL in comparision Proceedings Article

In: GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference, S. 2641–2648, ACM, Montreal, Québec, Canada, 2009.

Links | BibTeX | Schlagwörter: CI, CMA, Game Learning, learning, reinforcement learning

 

Suchfeld

Zeige alle

1.

Konen, Wolfgang

The rCMA Tutorial: Examples for using CMA-ES in R Technical Report

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, 2015.

Links | BibTeX

2.

Konen, Wolfgang; Bartz-Beielstein, Thomas

Reinforcement learning for games: failures and successes -- CMA-ES and TDL in comparision Proceedings Article

In: GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference, S. 2641–2648, ACM, Montreal, Québec, Canada, 2009.

Links | BibTeX