Alternatives and similar repositories for RL-Course-MATLAB

Users that are interested in RL-Course-MATLAB are comparing it to the libraries listed below

• kunqian2025 / reinforcement-learning
  Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.
  ☆71Updated 7 years ago
• MShabani8 / RL_tracking_PI_algorithm_single_agent
  the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neur…
  ☆22Updated 2 years ago
• makrisio / Q-Learning-Algorithm-Implementation-in-MATLAB
  A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab
  ☆48Updated 10 years ago
• ApurvMishra-amd / Reinforcement-Learning-algorithms
  RL implementation in course 'Control for Robotics' at U of T, includes Generalized Policy Iteration, Monte Carlo and Q-Learning in MATLAB
  ☆14Updated 3 years ago
• savinay95n / Reinforcement-learning-Algorithms-and-Dynamic-Programming
  Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…
  ☆122Updated 3 years ago
• Rajesh-Siraskar / Reinforcement-Learning-for-Control-of-Valves
  This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink
  ☆104Updated 4 years ago
• akmenon1996 / TemperatureControl-ReinforcementLearning
  Comparing the performance of a DDPG Reinforcement learning model to control temperature with that of a PID and a thermostat controller.
  ☆57Updated 2 years ago
• mdehghani86 / Reinforcement-Learning-with-MATLAB
  This repository contains series of modules to get started with Reinforcement Learning with MATLAB.
  ☆44Updated 3 years ago
• heguohao0728 / reinforcement-learning-an-introduction-second-edition-code-with-matlab
  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）
  ☆16Updated 6 years ago
• bawalla2 / TNNLS-2022--CT-RL-Optimal-Control
  Contains all research-related code for publications by Brent Wallace, Arizona State University
  ☆17Updated 2 years ago
• lujingweihh / Adaptive-dynamic-programming-algorithms
  Adaptive dynamic programming
  ☆146Updated 6 months ago
• hantyou / Distributed-Learning-and-Cooperative-Control
  Codes reproducing paper Jongeun Choi, Songhwai Oh, Roberto Horowitz, Distributed learning and cooperative control for multi-agent systems…
  ☆26Updated 4 years ago
• threemmm / ML-Q-Learning-Robot-in-Maze-MATLAB
  Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab
  ☆28Updated 6 years ago
• Muzhaffar99 / RL-Based-Control-of-Reservoir-Systems-Using-SAC-and-PPO
  This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…
  ☆34Updated 6 months ago
• ericmauro / MS-Thesis-ADP-for-Human-Balance
  MATLAB simulation and final report/presentation for M.S. thesis. "Adaptive Dynamic Programming for Human Postural Balance Control"
  ☆18Updated 7 years ago
• mithun-bharadwaj / Adaptive_Optimal_Control
  Implementation of a paper on adaptive optimal control (solving ARE) based on policy iterations
  ☆30Updated 6 years ago
• M-Morris-95 / DDPG_Drone
  Using deep deterministic policy gradients to control a tiltrotor UAV through its transition in continuous state space
  ☆38Updated 6 years ago
• iman-sharifi-ghb / Function-Approximation-and-Adaptive-PID-Gain-Tuning-using-Neural-Networks-and-Reinforcement-Learning
  System Identification and Self-Tuning PID Control using NN
  ☆85Updated 2 years ago
• bo-pang / OLSbPI
  Code for the paper {Pang, Bo, and Zhong-Ping Jiang. "Reinforcement Learning for Adaptive Optimal Stationary Control of Linear Stochastic …
  ☆29Updated 4 years ago
• NatLabRockies / dynamo
  A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization
  ☆52Updated 6 years ago
• ZPengK / NE-Seeking
  A discrete Nash equilibrium seeking algorithm for multi-agent systems
  ☆10Updated 2 weeks ago
• nico5997 / Convex-Optimisation-Robust-Optimal-Control-
  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
• lujingweihh / Event-triggered-deep-Q-network
  Code for paper: Event-triggered deep reinforcement learning using parallel control: A case study in autonomous driving.
  ☆32Updated 2 years ago
• brunofloriano / NN_MPC
  Neural network-based (NN) Model Predictive Control (MPC) algorithm to control a multi-agent system (MAS) with stochastic communication to…
  ☆100Updated 3 years ago
• hungrepo / consensus-synchronization-of-MAS
  consensus and synchronization algorithms of networked multi agent systems with event triggered communications
  ☆40Updated 2 years ago
• smshariatzadeh / Event-triggered-controller
  Simple examples for Event-triggered control for network controlled system
  ☆88Updated 3 years ago
• sankalp-s / Missile-Guidance-and-RL
  Studied RL agent-based Guidance Laws and Optimal Control techniques for Surface-to-Air Missile Guidance. Simulated optimal trajectory for…
  ☆40Updated 4 years ago
• AntonSelivanov / TAC16
  A. Selivanov and E. Fridman, “Event-Triggered H-infinity Control: a Switching Approach,” IEEE Transactions on Automatic Control, vol. 61,…
  ☆41Updated 8 years ago
• PhillipWangAust / Multi_Agent_System
  多智能体系统一致性
  ☆36Updated 6 years ago
• unstable-zeros / dl-mpc-sls
  Code needed to reproduce the examples found in the various works published on Distributed and Localized Model Predictive Control via Syst…
  ☆51Updated 2 years ago