Radu Grosu
- Liquid Time-constant Networks
2020/06/08 by Ramin Hasani, Hasani, Ramin, Mathias Lechner +7 · 25 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 · 6 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
- ARES: Adaptive Receding-Horizon Synthesis of Optimal Plans
2016/12/21 by Anna Lukina, Lukas Esterle, Lukina, Anna +13 · 1 citation
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
- Quantitative Regular Expressions for Arrhythmia Detection Algorithms
2016/12/22 by Houssam Abbas, Alena Rodionova, Abbas, Houssam +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
- 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
- Relative Entropy Pathwise Policy Optimization
2025/07/15 by Claas Voelcker, Axel Brunnbauer, Voelcker, Claas +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
- A quantum-classical reinforcement learning model to play Atari games
2024/12/11 by Dominik Freinberger, Freinberger, Dominik, Julian Lemmel +5 · 1 citation
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)
- 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