Grosu, Radu
- Liquid Time-constant Networks
2020/06/08 by Ramin Hasani, Mathias Lechner, Hasani, Ramin +7 · 26 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- DeepSTL -- From English Requirements to Signal Temporal Logic
2021/09/21 by Jie He, Ezio Bartocci, He, Jie +7 · 7 citations
Computer Science · #Formal Methods in Verification #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques
- Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing
2021/03/08 by Axel Brunnbauer, Brunnbauer, Axel, Luigi Berducci +11 · 4 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Gaussian Processes and Bayesian Inference #Advanced Bandit Algorithms Research
- Neural Simplex Architecture
2019/08/01 by Phan, Dung T., Grosu, Radu, Jansen, Nils +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- ARES: Adaptive Receding-Horizon Synthesis of Optimal Plans
2016/12/21 by Anna Lukina, Lukas Esterle, Lukina, Anna +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Systems and Control (eess.SY) #electronic engineering #information engineering
- Neuronal Circuit Policies
2018/03/22 by Mathias Lechner, Lechner, Mathias, Ramin Hasani +3 · 1 citation
Decision Sciences · Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Climate Change and Environmental Impact #Diverse Interdisciplinary Research Innovations #Environmental, Ecological, and Cultural Studies #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification
2021/06/13 by Zahra Babaiee, Babaiee, Zahra, Ramin Hasani +7 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Quantitative Regular Expressions for Arrhythmia Detection Algorithms
2016/12/22 by Houssam Abbas, Abbas, Houssam, Alena Rodionova +7 · 1 voice
Computer Science · #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Logic in Computer Science (cs.LO) #cs.FL #cs.LO
- A quantum-classical reinforcement learning model to play Atari games
2024/12/11 by Dominik Freinberger, Freinberger, Dominik, Julian Lemmel +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Parallelization of Non-linear State-Space Models: Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling
2025/05/27 by Mónika Farsang, Farsang, Mónika, Ramin Hasani +5 · 4 citations
Computer Science · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques
- Learning Adaptive Safety for Multi-Agent Systems
2023/09/19 by Luigi Berducci, Shuo Yang, Berducci, Luigi +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Liquid Resistance Liquid Capacitance Networks
2024/01/30 by Farsang, Mónika, Neubauer, Sophie A., Grosu, Radu · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Relative Entropy Pathwise Policy Optimization
2025/07/15 by Claas Voelcker, Voelcker, Claas, Axel Brunnbauer +16 · 2 voices · 1 citation
Economics, Econometrics and Finance · Engineering · #Electric Power System Optimization #Reservoir Engineering and Simulation Methods #Stochastic processes and financial applications #cs.LG
- Scenario-Based Curriculum Generation for Multi-Agent Autonomous Driving
2024/03/26 by Brunnbauer, Axel, Berducci, Luigi, Priller, Peter +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO)
- Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
2024/01/25 by Zahra Babaiee, Babaiee, Zahra, Peyman M. Kiasari +5 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Neural Networks and Applications #Infrared Target Detection Methodologies