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zhoulei's Projects

bolero icon bolero

Behavior Optimization and Learning for Robots

cadrl icon cadrl

Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAINTAINED. CHECK OUT CrowdNav.

cadrl_ros icon cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

cpprobotics icon cpprobotics

cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control

dataset-api icon dataset-api

The ApolloScape Open Dataset for Autonomous Driving and its Application.

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

desire icon desire

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

dig-into-apollo icon dig-into-apollo

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

drivelm icon drivelm

DriveLM: Driving with Graph Visual Question Answering

driving-irl-ngsim icon driving-irl-ngsim

(T-ITS) Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning

dwa-rl icon dwa-rl

Novel reinforcement learning based local planner that accounts for the dynamic constraints of the robot to enable smooth robot trajectories. Reward shaping is done to enable a spatially aware navigation.

fucking-algorithm icon fucking-algorithm

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

gerona icon gerona

GeRoNa (Generic Robot Navigation) is a modular robot navigation framework, that bundles path planning and path following (including obstacle detection) and manages communication between the individual modules. It is designed to be easily extensible for new tasks and robot models.

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