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Michael J Mathew's Projects

allegro-hand icon allegro-hand

A package to control, simulate and visualise the Allegro hand

aml icon aml

Advanced Manipulation and Learinng

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bolero icon bolero

Behavior Optimization and Learning for Robots

cfdpython icon cfdpython

A sequence of IPython notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

control icon control

A repository for control benchmarking code

ddpg icon ddpg

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

deepterrainrl icon deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

docker_images icon docker_images

A repository to hold definitions of docker images maintained by OSRF

docker_peak icon docker_peak

A docker environment to test peak driver in Ubuntu1804

dqfd icon dqfd

An implement of DQfD(Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

funworks icon funworks

Contains code snippets that are useful in some way.

generateeom icon generateeom

Generate symbolic equations of motion of arbitrary chain of rigid bodies.

gmr icon gmr

Gaussian Mixture Regression

gpd icon gpd

Detect 6-DOF grasp poses in point clouds

gps icon gps

Guided Policy Search

icra-lfd-tutorial icon icra-lfd-tutorial

This repository contains code and information for the computer exercises for the tutorial on Learning from Demonstration at ICRA 2016.

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