Herke van Hoof

1. Addressing Function Approximation Error in Actor-Critic Methods
   2018/02/26 by Scott Fujimoto, Herke van Hoof, Fujimoto, Scott +3 · 290 citations
   Computer Science · #Reinforcement Learning in Robotics
2. Attention, Learn to Solve Routing Problems!
   2018/03/22 by Wouter Kool, Herke van Hoof, Kool, Wouter +3 · 86 citations
   Engineering · Social Sciences · #Vehicle Routing Optimization Methods #Transportation and Mobility Innovations #Transportation Planning and Optimization
3. Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement
   2019/03/14 by Wouter Kool, Herke van Hoof, Kool, Wouter +3 · 22 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
4. Deep Policy Dynamic Programming for Vehicle Routing Problems
   2021/02/23 by Wouter Kool, Herke van Hoof, Kool, Wouter +5 · 7 citations
   Engineering · Computer Science · #Vehicle Routing Optimization Methods #Maritime Ports and Logistics #Optimization and Search Problems
5. A Survey of Exploration Methods in Reinforcement Learning
   2021/09/01 by Susan Amin, Maziar Gomrokchi, Amin, Susan +7 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Estimating Gradients for Discrete Random Variables by Sampling without\n Replacement
   2020/02/14 by Wouter Kool, Kool, Wouter, Herke van Hoof +3 · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics
7. BanditSum: Extractive Summarization as a Contextual Bandit
   2018/09/25 by Yue Dong, Dong, Yue, Yikang Shen +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
8. Experimental design for MRI by greedy policy search
   2020/10/30 by Tim Bakker, Bakker, Tim, Herke van Hoof +3 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Sparse and Compressive Sensing Techniques
9. Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral Simulator
   2021/10/18 by Shihan Wang, Chao Zhang, Ben Kröse +1 · 1 citation
10. Bridge the Inference Gaps of Neural Processes via Expectation Maximization
    2025/01/04 by Qi Wang, Wang, Qi, Marco Orsini Federici +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)