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
- ADP demo code for Reinforcement Learning and Control, Tsinghua Univ. Lecture Notes.☆43Updated 3 years ago
- A bridge between Python and Matlab Simulink☆37Updated 5 years ago
- ☆32Updated 6 years ago
- A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab☆48Updated 10 years ago
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆117Updated 3 years ago
- Comparing the performance of a DDPG Reinforcement learning model to control temperature with that of a PID and a thermostat controller.☆52Updated last year
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆97Updated 4 years ago
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆52Updated 6 years ago
- A pytorch implementation of Constrained Reinforcement Learning Algorithm, including Constrained Soft Actor Critic (Soft Actor Critic Lagr…☆42Updated 2 years ago
- ☆76Updated 3 years ago
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆29Updated 3 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆27Updated 4 months ago
- Code for paper: Event-triggered deep reinforcement learning using parallel control: A case study in autonomous driving.☆25Updated 2 years ago
- Communication-efficient MARL for CACC☆27Updated 2 years ago
- Approximate Dynamic Programming and Reinforcement Learning - Programming Assignment☆10Updated 6 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
- Computing Nash, Stackelberg game, and other types of equilibrium☆29Updated 5 years ago
- Adaptive Dynamic Programming Algorithms and Simulations☆16Updated 4 years ago
- A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization☆51Updated 6 years ago
- DRL-Base-EMS for HEVs☆20Updated 2 years ago
- The environment code for the paper 'Learning-based Eco-driving Strategy Design for Connected Power-split Hybrid Electric Vehicles at Sign…☆37Updated 3 years ago
- Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.☆13Updated 2 years ago
- Approximate Dynamic Programming exercises from Powell (2011)☆15Updated 2 years ago
- 基于分层强化学习和逆向强化学习的自适应巡航算法☆23Updated 5 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）☆15Updated 5 years ago
- A study code for HEVs eco-driving control☆22Updated 2 years ago
- Safe control of unknown dynamic systems with reinforcement learning and model predictive control☆53Updated 6 years ago
- Using two team game theory, we can make the truck platoons resilient against any malicious attack.☆12Updated 6 years ago