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acado icon acado

ACADO Toolkit is a software environment and algorithm collection for automatic control and dynamic optimization. It provides a general framework for using a great variety of algorithms for direct optimal control, including model predictive control, state and parameter estimation and robust optimization.

acados icon acados

Fast and embedded solvers for nonlinear optimal control

caffe icon caffe

Caffe: a fast open framework for deep learning.

carla icon carla

Open-source simulator for autonomous driving research. Fork for MPC Lab.

casadi icon casadi

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

dingdang-robot icon dingdang-robot

🤖 叮当是一款可以工作在 Raspberry Pi 上的中文语音对话机器人/智能音箱项目。

dingdang-robot-1 icon dingdang-robot-1

🤖 叮当是一款可以工作在 Raspberry Pi 上的中文语音对话机器人/智能音箱项目。

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

gibsonenv icon gibsonenv

Gibson Environments: Real-World Perception for Embodied Agents

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

mpc icon mpc

A pure Python module for simulating discrete-time linear time-invariant dynamic systems controlled with a model predictive controller.

mpc-and-mhe-implementation-in-matlab-using-casadi icon mpc-and-mhe-implementation-in-matlab-using-casadi

This is a workshop on implementing model predictive control (MPC) and moving horizon estimation (MHE) on Matlab. The implementation is based on the Casadi Package which is used for numerical optimization. A non-holonomic mobile robot is used as a system for the implementation. The workshop video recording can be found here https://www.youtube.com/playlist?list=PLK8squHT_Uzej3UCUHjtOtm5X7pMFSgAL ... Casadi can be downloaded here https://web.casadi.org/

openocl icon openocl

Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.

pocet icon pocet

Polynomial Chaos Expansion Toolbox for MATLAB

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

rnnlg icon rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

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