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fuxuanxuan's Projects

active-slam-with-cartographer icon active-slam-with-cartographer

This work contains a modified version of cartographer_frontier_detection and rrt_exploration. We implement an active exploration process and improve its robustness and performance. More details are described in the paper "Frontier Detection and Reachability Analysis for Efficient 2D Graph-SLAM Based Active Exploration" (IROS2020).

diffusion_policy icon diffusion_policy

[RSS 2023] Diffusion Policy Visuomotor Policy Learning via Action Diffusion

dsv_planner icon dsv_planner

Dual-Stage Viewpoint Planner for Autonomous Exploration

navigation icon navigation

ROS Navigation stack. Code for finding where the robot is and how it can get somewhere else.

nbvplanner icon nbvplanner

A real-time capable exploration and inspection path planner (next best view planning)

neural-slam icon neural-slam

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

ros2-frontierbaseexplorationforautonomousrobot icon ros2-frontierbaseexplorationforautonomousrobot

Our autonomous ground vehicle uses Frontier Based exploration to navigate and map unknown environments. Equipped with sensors, it can avoid obstacles and make real-time decisions. It has potential applications in search and rescue, agriculture, and logistics, and represents an important step forward in autonomous ground vehicle development.

rrt_exploration icon rrt_exploration

A ROS package that implements a multi-robot RRT-based map exploration algorithm. It also has the image-based frontier detection that uses image processing to extract frontier points.

ssc_exploration icon ssc_exploration

Incremental 3D Scene Completion for Safe and Efficient Exploration Mapping and Planning

stitching icon stitching

A Python package for fast and robust Image Stitching

tdle icon tdle

TDLE: 2D Lidar Exploration with Hierarchical Planning Using Regional Division

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