matlab-deep-learning / rl-agent-based-traffic-controlLinks
Develop agent-based traffic management system by model-free reinforcement learning
☆49Updated 4 years ago
Alternatives and similar repositories for rl-agent-based-traffic-control
Users that are interested in rl-agent-based-traffic-control are comparing it to the libraries listed below
Sorting:
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆70Updated 7 years ago
- A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab☆47Updated 10 years ago
- ADP demo code for Reinforcement Learning and Control, Tsinghua Univ. Lecture Notes.☆43Updated 3 years ago
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆96Updated 4 years ago
- A pytorch implementation of Constrained Reinforcement Learning Algorithm, including Constrained Soft Actor Critic (Soft Actor Critic Lagr…☆40Updated 2 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆27Updated 3 months ago
- A bridge between Python and Matlab Simulink☆37Updated 5 years ago
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆114Updated 3 years ago
- Computing Nash, Stackelberg game, and other types of equilibrium☆29Updated 5 years ago
- ☆32Updated 6 years ago
- Code for paper: Event-triggered deep reinforcement learning using parallel control: A case study in autonomous driving.☆24Updated 2 years ago
- Comparing the performance of a DDPG Reinforcement learning model to control temperature with that of a PID and a thermostat controller.☆50Updated last year
- 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)☆15Updated 5 years ago
- Reinforcement Learning (RL) Course in MATLAB with exercises and solutions☆15Updated 4 years ago
- ☆76Updated 2 years ago
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆27Updated 2 years ago
- Communication-efficient MARL for CACC☆26Updated 2 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
- We explore the application of deep reinforcement learning in the field of robotic control, the cooperative and competitive behavior of mu…☆38Updated 5 years ago
- Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab☆28Updated 5 years ago
- DRL-Base-EMS for HEVs☆20Updated 2 years ago
- This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…☆22Updated 2 weeks ago
- This repository includes a realization of the resilient projection-based consensus actor-critic algorithm that is resilient to adversaria…☆10Updated 3 years ago
- Multi-Agent Reinforcement Learning for Path Planning☆15Updated 3 years ago
- Safe control of unknown dynamic systems with reinforcement learning and model predictive control☆51Updated 6 years ago
- Approximate Dynamic Programming and Reinforcement Learning - Programming Assignment☆10Updated 6 years ago
- Adaptive Dynamic Programming Algorithms and Simulations☆15Updated 4 years ago
- 使用simulink进行环境的模拟,使用python编写强化学习(rl)代码☆22Updated 6 years ago
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆51Updated 6 years ago
- Predictive Triggering Framework for Distributed Control of Resource Constrained Multi-agent Systems☆12Updated 6 years ago