makrisio / Q-Learning-Algorithm-Implementation-in-MATLABLinks
A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab
☆48Updated 10 years ago
Alternatives and similar repositories for Q-Learning-Algorithm-Implementation-in-MATLAB
Users that are interested in Q-Learning-Algorithm-Implementation-in-MATLAB are comparing it to the libraries listed below
Sorting:
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆71Updated 7 years ago
- Reinforcement Learning (RL) Course in MATLAB with exercises and solutions☆18Updated 4 years ago
- Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab☆28Updated 6 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)☆16Updated 6 years ago
- the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neur…☆22Updated 2 years ago
- 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
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆104Updated 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☆14Updated 3 years ago
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆122Updated 3 years ago
- Code for paper: Event-triggered deep reinforcement learning using parallel control: A case study in autonomous driving.☆32Updated 2 years ago
- A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization☆52Updated 6 years ago
- Computing Nash, Stackelberg game, and other types of equilibrium☆33Updated 5 years ago
- Develop agent-based traffic management system by model-free reinforcement learning☆51Updated 5 years ago
- ADP demo code for Reinforcement Learning and Control, Tsinghua Univ. Lecture Notes.☆44Updated 3 years ago
- This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…☆33Updated 6 months ago
- Using two team game theory, we can make the truck platoons resilient against any malicious attack.☆15Updated 6 years ago
- MATLAB simulation and final report/presentation for M.S. thesis. "Adaptive Dynamic Programming for Human Postural Balance Control"☆18Updated 7 years ago
- Multi-Agent Reinforcement Learning for Path Planning☆15Updated 4 years ago
- Motion-Encoded Particle Swarm Optimization Algorithm☆59Updated last year
- code for paper: [1] M. Hu, X. Wang, Y. Bian, D. Cao, and H. Wang, “Disturbance Observer-Based Cooperative Control of Vehicle Platoons Sub…☆34Updated 2 years ago
- A discrete Nash equilibrium seeking algorithm for multi-agent systems☆10Updated last week
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆53Updated 6 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆34Updated 8 months ago
- DRL-Base-EMS for HEVs☆21Updated 3 years ago
- Codes reproducing paper Jongeun Choi, Songhwai Oh, Roberto Horowitz, Distributed learning and cooperative control for multi-agent systems…☆25Updated 4 years ago
- Using deep deterministic policy gradients to control a tiltrotor UAV through its transition in continuous state space☆38Updated 6 years ago
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆32Updated 3 years ago
- including PPO, SAC, TD3, DDPG, DQN, DDQN, DuelingDQN algorithms☆28Updated 7 months ago
- 多代理(Multi agent)强化学习Qlearning算法在多目标探测问题(任务分配+功率优化)中的应用☆30Updated 6 years ago
- Adaptive dynamic programming(ADP) 自适应动态规划☆47Updated 5 years ago