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Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy Networks2026 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Reinforcement Learning in Robotics Open access
Annie Wong, Jacob de Nobel, Thomas Bäck, Aske Plaat, Anna V. Kononova
4citations -
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Mădălina Mitran, Daniela Zaharie
27citations -
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access
Haotian Zhang, Jianyong Sun, Thomas Bäck, Qingfu Zhang, Zongben Xu
27citations -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations