Kuhnle, Alexander
- Direct shape optimization through deep reinforcement learning
2019/08/23 by Jonathan Viquerat, Jean Rabault, Viquerat, Jonathan +9 · 18 citations
Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Advanced Multi-Objective Optimization Algorithms #Topology Optimization in Engineering
- ShapeWorld - A new test methodology for multimodal language understanding
2017/04/14 by Alexander Kuhnle, Kuhnle, Alexander, Ann Copestake +1 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
- How clever is the FiLM model, and how clever can it be?
2018/09/09 by Alexander Kuhnle, Kuhnle, Alexander, Huiyuan Xie +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games
2020/12/03 by Alessandro Sestini, Alexander Kuhnle, Sestini, Alessandro +3 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments
2020/12/04 by Alessandro Sestini, Alexander Kuhnle, Sestini, Alessandro +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering Research #Topic Modeling