Daniel Hein
Daniel Hein
Research Scientist, Siemens AG
Bestätigte E-Mail-Adresse bei siemens.com
Titel
Zitiert von
Zitiert von
Jahr
Interpretable policies for reinforcement learning by genetic programming
D Hein, S Udluft, TA Runkler
Engineering Applications of Artificial Intelligence 76, 158-169, 2018
362018
Particle swarm optimization for generating interpretable fuzzy reinforcement learning policies
D Hein, A Hentschel, T Runkler, S Udluft
Engineering Applications of Artificial Intelligence 65, 87-98, 2017
322017
A Benchmark Environment Motivated by Industrial Control Problems
D Hein, S Depeweg, M Tokic, S Udluft, A Hentschel, TA Runkler, ...
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2018
222018
Reinforcement learning with particle swarm optimization policy (PSO-P) in continuous state and action spaces
D Hein, A Hentschel, TA Runkler, S Udluft
International Journal of Swarm Intelligence Research (IJSIR) 7 (3), 23-42, 2016
132016
Batch reinforcement learning on the industrial benchmark: First experiences
D Hein, S Udluft, M Tokic, A Hentschel, TA Runkler, V Sterzing
Neural Networks (IJCNN), 2017 International Joint Conference on, 4214-4221, 2017
72017
Generating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic Programming
D Hein, S Udluft, TA Runkler
GECCO '18 Proceedings of the Genetic and Evolutionary Computation Conference …, 2018
52018
Particle Swarm Optimization for Model Predictive Control in Reinforcement Learning Environments
D Hein, A Hentschel, TA Runkler, S Udluft
Critical Developments and Applications of Swarm Intelligence, 401-427, 2018
52018
Introduction to the" Industrial Benchmark"
D Hein, A Hentschel, V Sterzing, M Tokic, S Udluft
arXiv preprint arXiv:1610.03793, 2016
32016
Interpretable Control by Reinforcement Learning
D Hein, S Limmer, TA Runkler
arXiv preprint arXiv:2007.09964, 2020
2020
Generating interpretable reinforcement learning policies using genetic programming
D Hein, S Udluft, TA Runkler
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
2019
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