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ltsommer's Projects

aa-sipp-m icon aa-sipp-m

Algorithm for prioritized multi-agent path finding (MAPF) in grid-worlds. Moves into arbitrary directions are allowed (each agent is allowed to follow any-angle path on the grid). Timeline is continuous, i.e. action durations are not explicitly discretized into timesteps. Different agents' size and moving speed are supported. Planning is carried ou

apollo icon apollo

An open autonomous driving platform

apollo-note icon apollo-note

Note for Apollo 3.0 perception, prediction and planning modules

awesome-cs-books icon awesome-cs-books

经典编程书籍大全,涵盖:计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

dbscan icon dbscan

C++ implementation of DBSCAN clustering algorithm

dig-into-apollo icon dig-into-apollo

Apollo notes (Apollo学习笔记) - Apollo learning notes for beginners.

frenet icon frenet

Transform Frenet (s,d) to local Cartesian (x,y) coordinates.

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

hpipm icon hpipm

High-performance interior-point-method QP and QCQP solvers

matplotlib-cpp icon matplotlib-cpp

Extremely simple yet powerful header-only C++ plotting library built on the popular matplotlib

mpcc icon mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

openrl icon openrl

Unified Reinforcement Learning Framework

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