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Adaptive dynamic programming
J. Berberich, J. Köhler, M. A. Müller and F. Allgöwer, "Data-Driven Model Predictive Control With Stability and Robustness Guarantees," in IEEE Transactions on Automatic Control, vol. 66, no. 4, pp. 1702-1717, April 2021, doi: 10.1109/TAC.2020.3000182.
Z. Sun, Q. Wang, J. Pan and Y. Xia, "Data-Driven MPC for Linear Systems using Reinforcement Learning," 2021 China Automation Congress (CAC), Beijing, China, 2021, pp. 394-399, doi: 10.1109/CAC53003.2021.9728233.
Demonstration examples of the Deep Q Direct Torque Control algorithm for permanent magnet synchronous motors
A digital signal processing library for single-chip microcomputer and DSP controller, by C/C++ and MATLAB. 用于单片机和DSP控制器的数字信号处理库,由C/C++和MATLAB编写。
energy management system for the microgrid
Repository containing code, libraries, schematics, and 3D models from the paper 'FPGA-Based Digital Twin Implementation for Power Converter System Monitoring.
Inertia estimation in power networks using a deep-learning framework
A Inverter-based microgrid system with PID controller
Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control
Reinforcement Learning with Model Predictive Control
Processing charge cycle data from .MAT to.csv and saving in desired location
Repository for the graduate course "Practical Introduction to Neural Networks" at the University of Washington
Reinforcement Learning examples implementation and explanation
Model-based Reinforcement Learning with Active Learning for Efficient Electrical Power Converter Design
Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
The repository is for safe reinforcement learning baselines.
Surragete Model
Surrogate Model Baselines
FPGA-based Threaded Parallel Searching Algorithm with Resource Management for Long-Horizon Finite-Control-Set Model Predictive Control
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.