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Hi! I am An 👋

My research lies in the intersection of Robotics and Machine Learning. I aim to scale robot planning to long-horizon, high-dimensional state-space, number of plans, and number of agents.

  • 🔭 I’m a Ph.D. Student at TU Darmstadt, advised by Prof. Jan Peters.
  • 🌱 I’m currently finding out how to learn robot motor skills from heterogeneous expert data.
  • 🐳 I'm currently batching various update rules of various robotics planning problems :)

💬 If it sounds like we might get along, hit me up.

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An Thai Le's Projects

dash icon dash

DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science

differentiable-robot-model icon differentiable-robot-model

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.

drqn-study icon drqn-study

This repos implements the experiments of studying the effect of Deadly Triad on Recurrent Neural Network applying in Q-Learning

drqn-tensorflow icon drqn-tensorflow

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

duplicity_backup icon duplicity_backup

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...).

gpt4free icon gpt4free

decentralising the Ai Industry, just some language model api's...

ign-gazebo icon ign-gazebo

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.

ign-physics icon ign-physics

Abstract physics interface designed to support simulation and rapid development of robot applications.

imitation icon imitation

Clean PyTorch implementations of imitation and reward learning algorithms

krp_localization icon krp_localization

An approach solving kidnapped robot problem using observations from Wifi signal and range sensor.

lfd-fabrics icon lfd-fabrics

Learning from demonstrations of 6-DOFs time-constrained trajectories

lgp icon lgp

Implement Dynamic LGP for human-robot collaboration scenarios

mpot icon mpot

Implementation of Motion Planning via Optimal Transport (MPOT) in PyTorch, NeurIPS 2023.

navigation icon navigation

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

pybullet_robot icon pybullet_robot

A generel Python interface class for robot simulations using PyBullet. An implementation of Franka Emika Panda robot interface provided as example.

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