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Hi 👋, I am Ruihua Han.

  • I am deeply passionate about developing the generally intelligent and theoretically guaranteed robotics systems capable of performing complex tasks comparable to human capabilities.

  • My current research focuses on the optimal control and motion planning for ground mobile robots navigating unknown, cluttered, and inhabited environments. I am particularly interested in integrating learning techniques with optimization theory and applying them to real robots to enhance the adaptability and efficiency of intelligent autonomous systems.

  • Additionally, I am also interested in and researching the whole body robot locomotion.

Anurag's GitHub stats

Han's Projects

aemcarl icon aemcarl

Reinforcement Learning Based Collision Avoidance with Adaptive Environment Modeling for Crowded Scenes

cbf icon cbf

An open source repository for control, planning and navigation about control barrier functions.

composite_image icon composite_image

This repo provide a python script to create a composite image from a video.

far_planner icon far_planner

Fast, Attemptable Route Planner for Navigation in Known and Unknown Environments

fista icon fista

FISTA implementation in MATLAB (recently updated FISTA with backtracking)

fista-net icon fista-net

A model-based deep learning network for inverse problem in imaging

gaussian-splatting icon gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

generatecurvetool icon generatecurvetool

A tool of generating the common curves for the robot path planning, including dubins path, reeds shepp, etc.

grandprix icon grandprix

System for Grand Prix Metaverse Autonomous Driving Challenge

incdbscan icon incdbscan

Implementation of IncrementalDBSCAN clustering.

ir_sim icon ir_sim

A python based light weight robot simulator for the intelligent robotics navigation and learning

llm.c icon llm.c

LLM training in simple, raw C/CUDA

neupan icon neupan

NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning

nlink_parser icon nlink_parser

ROS package developed for UWB positioning system and TOF lidar written in C++.

obca icon obca

Optimization-Based Collision Avoidance - a path planner for autonomous navigation

rda_planner icon rda_planner

The source code of the [RA-Letter] paper "RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments"

rembg icon rembg

Rembg is a tool to remove images background

researchgpt icon researchgpt

An open-source LLM based research assistant that allows you to have a conversation with a research paper

rl_rvo_nav icon rl_rvo_nav

The source code of the [RA-L] paper "Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards"

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