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Xuan Liu's Projects

maki_demo icon maki_demo

Demo for the Maki robot for use with a tablet and speakers. No IRB protected data is stored in this project.

maki_support icon maki_support

Additional supporting files for maki_demo and running Maki that are not included in maki_demo.

mdptools icon mdptools

A mdp python tool for 2D grid world implementation

metaworld icon metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

mit-6-837 icon mit-6-837

Assignment of [6.837 Intro to Computer Graphics, Fall 2004]

mlmp-cpg icon mlmp-cpg

Multi-layered multi-pattern CPG for adaptive locomotion of humanoid robots

openface icon openface

Face recognition with deep neural networks.

openface-1 icon openface-1

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

option_critic icon option_critic

Implementation of the Option-Critic Architecture on the Atari (ALE) environment

pydmd icon pydmd

Python Dynamic Mode Decomposition

pysc2 icon pysc2

StarCraft II Learning Environment

qlearning-nao_plays_agario icon qlearning-nao_plays_agario

ROS compatible reinforcement learning algorithm based on Q-Learning that enables a NAO robot play the Agar.io game

rl icon rl

practice of reinforcement learning models

s2client-api icon s2client-api

StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.

s2client-proto icon s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

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