An Thai Le's Projects
README
A beautiful Jekyll theme for academics
This repo contains annotated research papers that I found really good and useful
DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science
My collection of Deep Reinforcement Learning projects
We are implementing differentiable models of robot manipulators, which allows us to learn typically assumed to be known models of robots for control and motion planning.
Ignition documentation
This repos implements the experiments of studying the effect of Deadly Triad on Recurrent Neural Network applying in Q-Learning
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Bash wrapper script for automated backups with duplicity supporting Amazon's S3 online storage as well as other storage destinations (ftp, rsync, sftp, local storage...).
decentralising the Ai Industry, just some language model api's...
Open source robotics simulator. Through Ignition Gazebo users have access to high fidelity physics, rendering, and sensor models. Additionally, users and developers have multiple points of entry to simulation including a graphical user interface, plugins, and asynchronous message passing and services. Ignition Gazebo is derived from Gazebo, and represents over 16 years of development and experience in robotics and simulation. This library is part of the Ignition Robotics project.
Abstract physics interface designed to support simulation and rapid development of robot applications.
Clean PyTorch implementations of imitation and reward learning algorithms
Isaac Gym Reinforcement Learning Environments
An approach solving kidnapped robot problem using observations from Wifi signal and range sensor.
Learning from demonstrations of 6-DOFs time-constrained trajectories
Implement Dynamic LGP for human-robot collaboration scenarios
SAPIEN Manipulation Skill Benchmark 2
Implement various MP methods.
Implementation of Motion Planning via Optimal Transport (MPOT) in PyTorch, NeurIPS 2023.
A processing.org based decentralized game.
Python library for Reinforcement Learning.
ROS Navigation stack. Code for finding where the robot is and how it can get somewhere else.
central processing-base for mobile robots
Implement D*Lite and A* Algorithm on ROS environment
Implement grid decomposition environment to test various path planning algorithms
Implement D*Lite and A* Algorithm on Processing environment
A generel Python interface class for robot simulations using PyBullet. An implementation of Franka Emika Panda robot interface provided as example.