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Zijian Guo's Projects

d4rl icon d4rl

A collection of reference environments for offline reinforcement learning

dsrl icon dsrl

🔥 Datasets and env wrappers for offline safe reinforcement learning

fsrl icon fsrl

🚀 A fast safe reinforcement learning library in PyTorch

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

motionplanning icon motionplanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

osrl icon osrl

🤖 Elegant implementations of offline safe RL algorithms in PyTorch

safe-mbrl icon safe-mbrl

Constrained Model-based Reinforcement Learning via Robust Planning

safe-rl-robustness icon safe-rl-robustness

Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)

soft-module icon soft-module

Code for "Multi-task Reinforcement Learning with Soft Modularization"

yolov3_tensorflow icon yolov3_tensorflow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

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