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gym-fetch's Introduction

Fetch Robotics Environments

These Fetch Robotics environments were originally developed by Matthias Plappert as part of the OpenAI Gym. I modified them to give researchers and practioners a few more options with the kinds of experiments they might want to perform.

Installation

Dependencies

Please visit the following links and be sure to install all of the dependencies:

Intall gym-fetch

git clone https://github.com/jmichaux/gym-fetch.git
cd gym-fetch
pip install -e .

Environments

Reach

Push

Pick and Place

Slide

Hook

To do

This repository is stil a work in progress. Here are a few things I plan on doing in the short term.

  • Add a stacking task
  • Fix the termination conditions
  • Make different environment versions that return different observations
  • Modify wrappers to better handle dictionary observations

Acknowledgements

@matthiasplappert for developing the original Fetch robotics environments in OpenAI Gym. @k-r-allen and @tomsilver for making the Hook environment. @Feryal, @machinaut and @lilianweng for giving me advice and helping me make some very important modifactions to the Fetch environments.

gym-fetch's People

Contributors

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gym-fetch's Issues

Fix termination conditions for Sliding Tasks

Right now the environment will reset if the block leaves the (x,y) dimensions of the table or if it's height dips below 0.35. This condition along the x dimension will cause an early termination for the sliding task.

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