Awad, Noor
- HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
2021/09/14 by Katharina Eggensperger, Eggensperger, Katharina, Philipp Müller +15 · 10 citations
Computer Science · #Machine Learning and Data Classification #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research
- Automated Dynamic Algorithm Configuration
2022/05/27 by Steven Adriænsen, André Biedenkapp, Adriaensen, Steven +11 · 6 citations
Computer Science · #Metaheuristic Optimization Algorithms Research #Machine Learning and Data Classification #Advanced Multi-Objective Optimization Algorithms
- Differential Evolution for Neural Architecture Search
2020/12/11 by Noor H. Awad, Neeratyoy Mallik, Awad, Noor +3 · 2 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control
2019/10/28 by Jörg K. H. Franke, Gregor Köhler, Franke, Jörg K. H. +5 · 1 citation
Computer Science · #Reinforcement Learning in Robotics #Neural Networks and Reservoir Computing #Evolutionary Algorithms and Applications
- Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning
2024/04/15 by Tidiane Camaret Ndir, Ndir, Tidiane Camaret, André Biedenkapp +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC
2024/07/08 by Philipp Bordne, Bordne, Philipp, muhammad hasan +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)