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Hans's Projects

apollo icon apollo

An open autonomous driving platform

apollo-parking icon apollo-parking

自动泊车算法 混合A* 障碍物约束转化为行车走廊约束的优化与 apollo TDR-OBCA的比较

carla-sb3-rl-training-environment icon carla-sb3-rl-training-environment

🚗 This repository offers a ready-to-use training and evaluation environment for conducting various experiments using Deep Reinforcement Learning (DRL) in the CARLA simulator with the help of Stable Baselines 3 library.

cartesianplanner icon cartesianplanner

Source codes related to “Autonomous Driving on Curvy Roads without Reliance on Frenet Frame: A Cartesian-based Trajectory Planning Method” published in IEEE Trans. Intelligent Transportation Systems

cavsim icon cavsim

CAVSim: a traffic simulator for connected and automated vehicles (CAVs)

dftpav icon dftpav

A lightweight differential flatness-based trajectory planner for car-like robots

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fastplanner-lite icon fastplanner-lite

A lite version of Fast-planner, global planner, using MINCO back-end. 代码简洁,供参考学习。

ilqr icon ilqr

iterative Linear Quadratic Regulator with constraints.

iterative-mpc-dhocbf icon iterative-mpc-dhocbf

"Iterative Convex Optimization for Model Predictive Control with Discrete-Time High-Order Control Barrier Functions" by S. Liu, J. Zeng, K. Sreenath and C. Belta http://arxiv.org/pdf/2210.04361.pdf

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

opencda icon opencda

A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

traj_gen icon traj_gen

Optimal trajectory generation library given equality and inequality constraints (C++/Matlab)

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