Efficient time-stepping for numerical integration using reinforcement learning

Keyphrases

• Adaptive Adjustment 100%
• Approximate Solution 50%
• Chaotic System 50%
• Computational Effort 50%
• Controller 50%
• Dynamics of Change 50%
• Equidistant Discretization 50%
• Highly Efficient 50%
• Integral Approximation 50%
• Learning Solutions 50%
• Local Error Estimation 50%
• Numerical Approximation 50%
• Numerical Integration 100%
• Numerical Scheme 100%
• ODE Solver 50%
• Problem Class 100%
• Quadrature Rules 50%
• Reinforcement Learning 100%
• Rejection Mechanism 50%
• Runge Kutta 50%
• Size Dependence 50%
• Solution of Differential Equations 50%
• Solution Operator 50%
• Source Code 50%
• Superior Efficiency 50%
• Unseen 50%

Mathematics

• Chaos 50%
• Complex System 50%
• Computational Effort 50%
• Discretization 50%
• Initial Datum 50%
• Integral 50%
• Numerical Approximation 50%
• Numerical Integration 100%
• Numerical Scheme 100%
• Ordinary Differential Equation 100%
• Solution to Differential Equations 50%
• Source Coding 50%
• Step Size 50%
• Time Step 100%

Computer Science

• Approximation (Algorithm) 100%
• Chaotic System 100%
• Complex System 100%
• Computational Effort 100%
• Discretization 100%
• Error Estimation 100%
• Numerical Integration 100%
• Reinforcement Learning 100%
• Source Coding 100%