- Learning in the Recurrent State: Gradient Descent with Linear Recurrent Networks
2024/10/15 by Y. Tian, Yudou Tian, Neeraj Mohan Sushma +11 · 3 voices
Computer Science · Engineering · Mathematics · Physics and Astronomy · #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Context (archaeology) #Descent (aeronautics) #Fault Detection and Control Systems #Geography #Gradient descent #Mathematical economics #Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Space (punctuation) #State (computer science) #State space #Statistics
- VBOC: Learning the Viability Boundary of a Robot Manipulator using Optimal Control
2023/05/12 by Asia La Rocca, Matteo Saveriano, La Rocca, Asia +3 · 2 citations
Computer Science · Engineering · Mathematics · Physics and Astronomy · #Advanced Control Systems Optimization #Algorithm #Artificial intelligence #Boundary (topology) #Computation #Computer science #Control (management) #Control engineering #Control theory (sociology) #Curse of dimensionality #Dimension (graph theory) #Engineering #FOS: Computer and information sciences #Kernel (algebra) #Machine Learning and Algorithms #Mathematical optimization #Mathematics #Model Reduction and Neural Networks #Nonlinear system #Robot #Robotics #Robotics (cs.RO) #Set (abstract data type) #State space
- On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
2022/10/19 by Haotian Ye, Ye, Haotian, Xiaoyu Chen +5 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Action (physics) #Advanced Bandit Algorithms Research #Algorithm #Artificial intelligence #Computer science #Constant (computer programming) #Data Stream Mining Techniques #FOS: Computer and information sciences #Generalization #Machine Learning (cs.LG) #Machine learning #Mathematical optimization #Mathematics #Power (physics) #Regret #Reinforcement Learning in Robotics #Reinforcement learning #Space (punctuation) #State (computer science) #State space #Statistics #Training (meteorology)
- Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials
2021/05/03 by Adrian P. Pope, Pope, Adrian P., Jaime S. Ide +20 · 1 citation
Computer Science · Engineering · Mathematics · #Adversarial Robustness in Machine Learning #Aeronautics #Aerospace and Aviation Technology #Air combat #Artificial intelligence #Autonomous Vehicle Technology and Safety #Championship #Competitor analysis #Computer science #Engineering #Guidance and Control Systems #Hierarchy #High dimensional #Machine learning #Management #Mathematics #Military Defense Systems Analysis #Modularity (biology) #Operations research #Reinforcement Learning in Robotics #Reinforcement learning #Robot #Robotics #Simulation #State space
- Tempered Fractional Poisson Processes and Fractional Equations with Z-Transform
2018/08/02 by Neha Gupta, Gupta, Neha, Arun Kumar +3 · 3 citations
Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Applied mathematics #Approximation Theory and Sequence Spaces #Complement (music) #Compound Poisson process #Computer science #FOS: Mathematics #Fourier transform #Fractional Differential Equations Solutions #Fractional Fourier transform #Fractional calculus #Mathematical analysis #Mathematical functions and polynomials #Mathematics #Poisson distribution #Poisson process #Poisson regression #Probability (math.PR) #Space (punctuation) #State space #Statistics #Thermoelastic and Magnetoelastic Phenomena #Type (biology) #Zero-inflated model
- Episodic Exploration for Deep Deterministic Policies: An Application to\n StarCraft Micromanagement Tasks
2016/09/09 by Nicolas Usunier, Gabriel Synnaeve, Usunier, Nicolas +5 · 1 voice · 26 citations
Computer Science · Economics, Econometrics and Finance · Social Sciences · #Action (physics) #Algorithm #Artificial Intelligence in Games #Artificial intelligence #Artificial neural network #Computer science #Digital Games and Media #Function (biology) #Heuristic #Law #Machine learning #Neuroevolution #Reinforcement Learning in Robotics #Reinforcement learning #Representation (politics) #Sports Analytics and Performance #State (computer science) #State space #cs.AI #cs.LG
- On the Debate Concerning the Proper Characterization of Quantum Dynamical Evolution
2012/06/17 by Michael E. Cuffaro, Wayne C. Myrvold · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Algorithm #Characterization (materials science) #Domain (mathematical analysis) #Epistemology #Mathematical analysis #Mathematical economics #Mathematics #Philosophy #Physics #Pure mathematics #Quantum #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum mechanics #Space (punctuation) #State (computer science) #State space #Statistics #Theoretical physics #physics.hist-ph #quant-ph
- Model Checking
2009/03/09 by Doron Peled, Patrizio Pelliccione, Paola Spoletini · 1 citation
Computer Science · Mathematics · #Formal Methods in Verification #Software Reliability and Analysis Research #Software Testing and Debugging Techniques #Model checking #Computer science #Abstraction model checking #State space #State (computer science) #Programming language #Software #Theoretical computer science #Algorithm #Mathematics
- Simulated tempering yields insight into the low‐resolution Rosetta scoring functions
2008/09/02 by Gregory R. Bowman, Vijay S. Pande · 3 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Chemistry · Mathematics · #Protein Structure and Dynamics #Enzyme Structure and Function #Mass Spectrometry Techniques and Applications #Sampling (signal processing) #Maxima and minima #Computer science #Resolution (logic) #Convergence (economics) #Algorithm #Parallel tempering #State (computer science) #Phase space #Low resolution #State space #Artificial intelligence #Statistical physics #Data mining #High resolution #Mathematics #Physics #Statistics #Remote sensing #Geography #Telecommunications
- Counterexample-Guided Abstraction Refinement
2000/01/01 by Edmund M. Clarke, Edmund Clarke, Orna Grümberg +4 · 1 citation
Computer Science · Mathematics · #Abstract interpretation #Abstraction #Abstraction model checking #Algorithm #Computer science #Counterexample #Discrete mathematics #Formal Methods in Verification #Logic, programming, and type systems #Mathematics #Model checking #Predicate abstraction #Programming language #Software Testing and Debugging Techniques #Spurious relationship #State space #Theoretical computer science
- Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models
1996/03/01 by Genshiro Kitagawa · 1 citation
Computer Science · Mathematics · #Target Tracking and Data Fusion in Sensor Networks #Monte Carlo method #State space #Statistical physics #Nonlinear system #Markov chain Monte Carlo #Gaussian #Computer science #Algorithm #Hybrid Monte Carlo #Particle filter #Applied mathematics #Mathematics #State-space representation #Mathematical optimization #Artificial intelligence #Statistics #Kalman filter #Physics
- Free vibrations and sensitivity analysis of a defective two degree-of-freedom system
1995/01/01 by A. Luongo, Angelo Luongo · 4 citations
Engineering · Mathematics · #Algebraic number #Dynamical systems theory #Dynamics and Control of Mechanical Systems #Eigenvalues and eigenvectors #Mathematical analysis #Mathematics #Multiplicity (mathematics) #Physics #Pure mathematics #Quantum mechanics #State space #Vehicle Dynamics and Control Systems #Vibration #Vibration and Dynamic Analysis
- Tensegrity Systems: The State of the Art
1992/06/01 by René Motro · 3 citations
Engineering · Mathematics · #Structural Analysis and Optimization #Architecture and Computational Design #Structural Analysis of Composite Materials #Tensegrity #State (computer science) #Set (abstract data type) #Computer science #State space #Space (punctuation) #Engineering #Construction engineering #Systems engineering #Structural engineering #Mathematics #Programming language