iman-sharifi-ghb / Self-Tuning-PID-Control-using-Reinforcement-Learning-Based-Neural-NetworkView on GitHub
Novel adaptive tuning of the PID gains using an Actor-Critic-based Neural Network for Attitude Control of a 6-Dof, 4-motor Robot
☆32Sep 25, 2024Updated last year
Alternatives and similar repositories for Self-Tuning-PID-Control-using-Reinforcement-Learning-Based-Neural-Network
Users that are interested in Self-Tuning-PID-Control-using-Reinforcement-Learning-Based-Neural-Network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tiltrotor Control and System Identification using Fuzzy C-Means Clustering.☆13Sep 25, 2024Updated last year
- System Identification and Self-Tuning PID Control using NN☆86Jun 1, 2023Updated 2 years ago
- A collection of code examples for different Data-driven Predictive Control algorithms applied to LTI systems.☆23Aug 16, 2024Updated last year
- Adaptive PID control of a flexible manipulator using DDPG algorithm.☆28Sep 4, 2025Updated 7 months ago
- This project uses reinforcement learning (RL) to tune PID controllers for a nonlinear mass-spring-damper system. It applies the TD3 algor…☆17Dec 5, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Relevant codes of the paper ``Adaptive Parameterized Model Predictive Control Based on Reinforcement Learning: A Synthesis Framework"☆16Mar 4, 2024Updated 2 years ago
- This is a MATLAB Code related to the article "Adaptive Robust Control with Slipping Parameters Estimation Based on Intelligent Learning f…☆12Feb 14, 2024Updated 2 years ago
- This is a Python realization for Milan Korda and Igor Mezic's paper Linear predictors for nonlinear dynamical systems: Koopman operator m…☆13Apr 5, 2023Updated 3 years ago
- ☆16Jun 27, 2022Updated 3 years ago
- Advantage Actor-Critic (A2C) reinforcement learning agent used to control the motor speeds on a quadcopter in order to keep the quadcopte…☆27Mar 15, 2022Updated 4 years ago
- Code for IFAC 2023☆10Oct 27, 2023Updated 2 years ago
- 基于RBF网络和AC强化学习对位置式PID参数进行调节,被控对象是非线性系统☆14May 15, 2022Updated 3 years ago
- This approach is used to solve data-driven optimal control problems by providing a Koopman operator based convex formulation☆13Jul 13, 2024Updated last year
- Observer-Based Repetitive Model Predictive Control in Active Vibration Suppression☆16Apr 20, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Disturbance Observer-based Robust Integral Control Barrier Functions for Nonlinear Systems with High Relative Degree [ACC '24]☆14Apr 26, 2025Updated 11 months ago
- The implemetation of the Reinforcement Learning based PID Tunner.☆74Dec 8, 2023Updated 2 years ago
- LQR controller for quadrotors☆33Oct 12, 2020Updated 5 years ago
- Python code for implementation of the paper 'Reinforcement Learning-Based Adaptive PID Controller for DPS☆16Aug 28, 2020Updated 5 years ago
- ☆23Jun 2, 2022Updated 3 years ago
- This repository highlights the integration of neural network-based control with PID and MPC approaches in the AirSim simulator to enhance…☆13Jan 8, 2024Updated 2 years ago
- ee498 Project for Model Predictive Control application for a wind turbine generator. Current Control is carried for the stator side of t…☆31Jun 13, 2018Updated 7 years ago
- Matlab Code base for T-RO 20 paper on robust Control Barrier Functions (CBFs) with Gaussian Process Regression for estimating the disturb…☆18Nov 9, 2021Updated 4 years ago
- Automatically tuning PID parameters based on deep reinforcement learning algorithm☆28Dec 25, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This code implements Deep Model Reference Adaptive Controller for a WingRock System☆14Aug 4, 2021Updated 4 years ago
- ☆11Jun 17, 2025Updated 9 months ago
- This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…☆37Jul 18, 2025Updated 8 months ago
- MATLAB and Simulink tutorials for learning how to program and develop robots powered by ROS™☆28Oct 5, 2022Updated 3 years ago
- Python implementation of **Quaternion** and **Vector** math for Attitude and Heading Reference System (AHRS) as well as **motion** (accel…☆20Feb 25, 2026Updated last month
- Low-level autonomous control and tracking of quadrotor using reinforcement learning - Proximal Policy Optimization☆11Dec 2, 2020Updated 5 years ago
- A Sim2Real Benchmarking Framework for Crazyflie Drones☆20Mar 4, 2026Updated last month
- Yolov3_Object detection☆12Mar 18, 2021Updated 5 years ago
- 使用DDPG算法解决rlschool中无人机悬停控制的问题(内含训练了9个小时的良模型)☆10Jul 7, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Reinforcement learning using CARLA simulator☆10Jul 1, 2020Updated 5 years ago
- Scalable Training of Propositional Logical Neural Networks.☆15Feb 4, 2022Updated 4 years ago
- Control Of Mobile Robotics Using Barrier Functions And Temporal Logic☆22Jul 3, 2020Updated 5 years ago
- ☆19Feb 22, 2023Updated 3 years ago
- ☆18Jul 24, 2023Updated 2 years ago
- Robust-Trajectory-Tracking-for-Quadrotor-UAVs-using-Sliding-Mode-Control☆17Mar 24, 2024Updated 2 years ago
- Official repository of Artificial Neural Network-Based Adaptive PID Controller Design for Vertical Takeoff and Landing Model, which is pr…☆50Mar 14, 2024Updated 2 years ago