Comparing the performance of a DDPG Reinforcement learning model to control temperature with that of a PID and a thermostat controller.
☆59Dec 3, 2023Updated 2 years ago
Alternatives and similar repositories for TemperatureControl-ReinforcementLearning
Users that are interested in TemperatureControl-ReinforcementLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Comparing the performance of Reinforcement learning models to control temperature with that of a PID and a thermostat controller.☆16Apr 26, 2020Updated 6 years ago
- DDPG algorithm for PID tuning☆34Sep 10, 2020Updated 5 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
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆107Apr 2, 2021Updated 5 years ago
- Adaptive tuning of an aircraft pitch PID controller with Deep Reinforcement Learning Algorithm☆51Oct 4, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Auto tuning of PID parameters of a quad-rotor using Q-learning☆33Apr 11, 2020Updated 6 years ago
- Adaptive PID control of a flexible manipulator using DDPG algorithm.☆28Sep 4, 2025Updated 9 months ago
- This repository contains series of modules to get started with Reinforcement Learning with MATLAB.☆43Nov 15, 2022Updated 3 years ago
- The implemetation of the Reinforcement Learning based PID Tunner.☆75Dec 8, 2023Updated 2 years ago
- System Identification and Self-Tuning PID Control using NN☆87Jun 1, 2023Updated 3 years ago
- This project uses reinforcement learning (RL) to tune PID controllers for a nonlinear mass-spring-damper system. It applies the TD3 algor…☆19Dec 5, 2024Updated last year
- This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…☆38Jul 18, 2025Updated 11 months ago
- Tuning the PI controller parameters by using a contextual bandit approach☆15Jan 13, 2022Updated 4 years ago
- Using deep deterministic policy gradients to control a tiltrotor UAV through its transition in continuous state space☆40Nov 6, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆121May 26, 2022Updated 4 years ago
- Convergent Policy Optimization for Safe Reinforcement Learning☆11Oct 26, 2019Updated 6 years ago
- Q-Learning pendulum swing-up problem with animation as it's learning.☆29Jun 27, 2016Updated 10 years ago
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆73Jun 1, 2018Updated 8 years ago
- PPO-LSTM deep reinforcement learning based controller for buck-boost converter with constant power load Data File☆34Jul 15, 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
- 基于Xgboost算法的列车节能控制 Subway Train Energy Saving Control Based on Xgboost Algorithm