NREL / dynamoLinks
A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization
☆50Updated 6 years ago
Alternatives and similar repositories for dynamo
Users that are interested in dynamo are comparing it to the libraries listed below
Sorting:
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆96Updated 4 years ago
- 关于书《强化学习第二版》(作者Richard S. Sutton)每章节的代码实现(matlab版)☆15Updated 5 years ago
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆70Updated 7 years ago
- MATLAB simulation and final report/presentation for M.S. thesis. "Adaptive Dynamic Programming for Human Postural Balance Control"☆16Updated 7 years ago
- Contains all research-related code for publications by Brent Wallace, Arizona State University☆17Updated 2 years ago
- This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…☆22Updated 2 weeks ago
- Model Predictive Control of microturbine-based distributed generation systems in the intelligent operation of distribution networks☆13Updated last year
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆67Updated 4 years ago
- We present a new comparative study of the paper from Hansson and Boyd Robust Optimal Control of Linear Discrete-Time Systems using Primal…☆13Updated 5 years ago
- Robust MPC for Linear Systems with Parametric and Additive Uncertainty☆25Updated 3 years ago
- A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab☆47Updated 10 years ago
- A repository of load frequency control models implemeted in matlab☆12Updated 5 months ago
- ☆48Updated 3 years ago
- Code for the paper {Pang, Bo, and Zhong-Ping Jiang. "Reinforcement Learning for Adaptive Optimal Stationary Control of Linear Stochastic …☆24Updated 3 years ago
- ACD project☆7Updated 8 years ago
- MODEL PREDICTIVE CONTROL (MPC) CONTROL BASED ON THE QUASI-MIN-MAX ALGORITHM WITH RELAXATION IN LMIS☆40Updated 7 months ago
- the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neur…☆20Updated 2 years ago
- This folder contains the codes and data used for papers: Shi, Yuanyuan, Bolun Xu, Yushi Tan, Daniel Kirschen, and Baosen Zhang. "Optimal …☆16Updated 5 years ago
- Implementation of Dynamic Programming for Energy Management of Hybrid Electric Vehicle☆85Updated 5 years ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆24Updated 3 years ago
- [OR 2011] Matlab code for Sequential Convex Approximations to Joint Chance Constrained Programs☆16Updated 6 years ago
- Reinforcement Learning (RL) Course in MATLAB with exercises and solutions☆15Updated 4 years ago
- Frequency Control in a power system☆25Updated 4 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆52Updated 5 years ago
- Comparing the performance of a DDPG Reinforcement learning model to control temperature with that of a PID and a thermostat controller.☆50Updated last year
- Project achieved in MATLAB/Simulink 2022b, including optimal control algo, prediction algo, DQN training Env. etc.☆59Updated 2 years ago
- ADP demo code for Reinforcement Learning and Control, Tsinghua Univ. Lecture Notes.☆43Updated 3 years ago
- Simulation files for the TCST 2021 paper "Consensus-based Current Sharing and Voltage Balancing in DC Microgrids with Exponential Loads"☆18Updated 3 years ago
- Code to replicate experiments in paper☆29Updated 7 years ago
- ☆29Updated 2 years ago