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Yongyu Chen's Projects

mpc icon mpc

A software pipeline using the Model Predictive Control method to drive a car around a virtual track.

mpc-dl-controller icon mpc-dl-controller

Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system compared to classic Model Predictive Control

mpc-fleet-control icon mpc-fleet-control

A autonomous obstacle avoiding and car following project using model predictive control

mpc-walkgen icon mpc-walkgen

This library implements a model predictive control algorithm to generate walk trajectories with automatic foot step placement.

mpc.pytorch icon mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

mpc_code icon mpc_code

Model Predictive Control for autonomous vehicle trajectory tracking control, in Matlab.

mpcbenchmarking icon mpcbenchmarking

Open collection of model predictive control (MPC) benchmarking problems

mpcc icon mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

mpcc_cvx__proto__ icon mpcc_cvx__proto__

A basic implementation of model predictive contouring control for autonomous driving using cvx

mpclib icon mpclib

A C++ library for solving Model Predictive Control problems

mpcpy icon mpcpy

Open-source platform for model predictive control (MPC) in buildings.

multiagenttorcs icon multiagenttorcs

The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.

nano icon nano

C++ library [machine learning & numerical optimization] - superseeded by libnano

obca icon obca

Optimization-Based Collision Avoidance - a path planner for autonomous navigation

omg-tools icon omg-tools

Optimal Motion Generation-tools: motion planning made easy

ompl-trajectories icon ompl-trajectories

Plots trajectories and obstacles for robots with n static obstacles residing in a 2D plane

open-tracking-tools icon open-tracking-tools

Open source Java library for on-line vehicle tracking, path estimation and parameter learning.

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