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Reinforcement learning applied in adaptive control to solve optimal control problem such as LQR
ArduPlane, ArduCopter, ArduRover source
Ardupilot port to ChibiOS Platform
Trajectory planning for highway situation with classic robotics approach.
It contains all the main files which are used to start different actions like create map of the environment (Create_map.launch), initiate parking and un-parking of the robot, etc. You can directly run these files provided everything else is set up like SBPL Lattice Planner, ROS Serial, Hector Mapping and Hokuyo node. Please visit https://sites.google.com/site/mrsdproject201314teama/ for complete information
This is the repository of WPI autonomous team
A project on deep learning.
Master Thesis Project - NMPC for Airborne Wind Energy
CANopen stack base.
Udacity Self Driving Car NanoDegree Final Project Repository that will run on Carla!
Sampled Data Nonlinear Model Predictive Control for steering a car in a simulator. Takes actuator delays into account.
Part of a research scholarship. I built a basic 2d driving sim with simulated lidar data to train Deep Q Neural Network. So far after about 300,000 iterations it converges on a 'better than random' policy for avoid stsatic obstacles, but it definitely needs some work
DQN based RL agent for Mountain Car
Pack of Drones: Layered reinforcement learning (Q-learning w/ RNN) for complex "hunt" behaviors
End-to-end simulation for self-driving cars
A plugin for GTAV that transforms it into a vision-based self-driving car research environment.
A planning, control, and analysis toolbox for nonlinear dynamical systems. More info at
Deep Learning platform for self Driving Cars. uses GTA V as simulator
Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator
PX4 Pro Autopilot Software
Compute Frenet-Serret frames for a path of 3D points and tangents.
Honours project on Multi-Agent Path Finding
镜像:https://coding.net/u/scaffrey/p/hosts/git
Autonomous driving trajectory planning solution for U-Turn scenario
MIT-6.S094: Deep Learning for Self-Driving Cars Assignments solutions
Contains simple MPC implementation with neural network learned dynamics.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.