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sisyphus-env's Introduction

Sisyphus Environments

Installation

This package can be installed via pip. Simply navigate into the root directory of the repository and run

pip install .

If you plan on using the real robot, additional dependencies have to be installed.

# Controller for the Robotis gripper
pip install git+https://github.com/TimSchneider42/python-rhp12rn-controller.git

# Natnet client used to process Optitrack streams
pip install git+https://github.com/TimSchneider42/python-natnet-client

# Optionally, if you want to use the Telegram bot for controlling and watching the robot remotely
pip install opencv-python pyrogram

Usage

Gym environments used in our IROS paper Active Exploration for Robotic Manipulation. See example/random_action.py for a usage example. To recreate the conditions used in our experiments, invoke the script as follows:

# For the experiment without holes in the table (`-f` controls the finger friction, setting it higher decreases the task difficulty)
python random_action.py -f 0.3

# For the experiment with holes in the table
python random_action.py -f 0.5 -H 

See our paper for further details.

sisyphus-env's People

Stargazers

Quentin Gallouédec avatar

Watchers

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