Reinforcement Learning (RL) Course in MATLAB with exercises and solutions
☆18Jul 30, 2021Updated 4 years ago
Alternatives and similar repositories for RL-Course-MATLAB
Users that are interested in RL-Course-MATLAB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains series of modules to get started with Reinforcement Learning with MATLAB.☆43Nov 15, 2022Updated 3 years ago
- Adaptive tuning of an aircraft pitch PID controller with Deep Reinforcement Learning Algorithm☆51Oct 4, 2020Updated 5 years ago
- Matlab/Simulink implementation of an autonomous and self-balancing bicycle controller using reinforcement learning.☆14Feb 20, 2024Updated 2 years ago
- This algorithm consists of a power simulator for photovoltaic panels and a wind turbine. This simulator was developed using mathematical…☆16Oct 21, 2021Updated 4 years ago
- Implementation of various reinforcement learning algorithms in examples obtained from the book "Reinforcement Learning: An Introduction, …☆10Feb 7, 2022Updated 4 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.
- Introduction to Reinforcement Learning and Model Predictive Control with MATLAB and Simulink☆29Jul 20, 2023Updated 2 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)☆17Nov 6, 2019Updated 6 years ago
- Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab☆28Dec 17, 2019Updated 6 years ago
- A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab☆49May 8, 2015Updated 10 years ago
- This is a official code implementation for Nonlinear RISE based Integral Reinforcement Learning algorithms for perturbed Bilateral Teleop…☆24Mar 26, 2025Updated last year
- Auto tuning of PID parameters of a quad-rotor using Q-learning☆33Apr 11, 2020Updated 6 years ago
- Studied RL agent-based Guidance Laws and Optimal Control techniques for Surface-to-Air Missile Guidance. Simulated optimal trajectory for…☆42Aug 10, 2021Updated 4 years ago
- RL implementation in course 'Control for Robotics' at U of T, includes Generalized Policy Iteration, Monte Carlo and Q-Learning in MATLAB☆14Jul 16, 2022Updated 3 years ago
- Q-Learning pendulum swing-up problem with animation as it's learning.☆29Jun 27, 2016Updated 9 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆21Sep 3, 2023Updated 2 years ago
- Python code for implementation of the paper 'Reinforcement Learning-Based Adaptive PID Controller for DPS☆16Aug 28, 2020Updated 5 years ago
- Source code for journal paper "Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer"☆13Dec 26, 2017Updated 8 years ago
- This is the official repository to PARODIS, the Matlab PAReto Optimal Model Predictive Control framework for DIstributed Systems.☆12Nov 29, 2023Updated 2 years ago
- Following repository contains the Architecture and its code for Continuous Domain RL Agents that include: DDPG, TRPO, PPO, SAC and TD3.☆22Feb 5, 2026Updated 2 months ago
- Matlab code to control underactuated systems based on a hybrid approach that combines neural networks, reinforcement learning, fuzzy logi…☆30Nov 28, 2013Updated 12 years ago
- Double pendulum on a cart (dpc) simulation model☆14Aug 12, 2019Updated 6 years ago
- Software for Data-driven Model Predictive Control of 3-DoF Helicopters☆25Jul 18, 2023Updated 2 years ago
- A MATLAB simple interactive Reinforcement Learning environment for Evolutionary Neural Network-based car with a proximity sensor☆14Apr 11, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Autonomous Racing using a Hybrid Imitation-Reinforcement Learning Architecture☆11Feb 3, 2023Updated 3 years ago
- CMU 16-745 Optimal Control & Reinforcement Learning Final Project with Gerald D'Ascoli, Jonathan Lord-Fonda, Jason Xiang☆10May 11, 2022Updated 3 years ago
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆73Jun 1, 2018Updated 7 years ago
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆12Apr 28, 2020Updated 6 years ago
- ☆19May 3, 2024Updated last year
- Tuning the PI controller parameters by using a contextual bandit approach☆15Jan 13, 2022Updated 4 years ago
- Power Flow (PF) model for a simplified DC microgrid cluster with nonlinear and non-constant power load models.☆14Aug 4, 2017Updated 8 years ago
- ☆10Oct 20, 2021Updated 4 years ago
- MATMTDC is a free open source Matlab based program for performing dynamic analysis of AC/DC hybrid power systems. It is inspired by MatPo…☆12May 4, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 6 years ago
- The code for paper <Generative Design by Using Exploration Approaches of Reinforcement Learning in Density-Based Structural Topology Opti…☆14Apr 27, 2020Updated 6 years ago
- Course project: optimal control of a 2 dof manipulator exploiting the DDP algorithm☆13Mar 4, 2022Updated 4 years ago
- ADP☆12Apr 12, 2017Updated 9 years ago
- this repository is a control system implemntion in Matlab which is proposed by BYUNG MO KIM et al.☆10Jul 28, 2022Updated 3 years ago
- ☆11Apr 4, 2022Updated 4 years ago
- An adaptive neural predictive controller for microgrid secondary control in Matlab Simulink - Change directory to the folder☆19Apr 5, 2024Updated 2 years ago