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Residual Reinforcement Learning used for insertion

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InsertionAI

Residual Reinforcement Learning used for insertion

Dependencies

tensorflow==1.14.0

Pillow

stable_baselines

Installation

It is recommended to use a virtual environment.

Install requirements with

pip install -r requirements.txt

Install gym wrapper

cd gym-insertion
pip install -e .

Install the simulation, either for Godot (https://github.com/hoel-bagard/InsertionGodot) or Unity (https://github.com/xc-jp/insertion-simulation)

Usage

After installing the insertion simulation and starting it, run

python train.py

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