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Brainc Capsules

Description

A Deep Reinforcement Algorithm based on a portability approach of their compositionality present on an environment specific condition.

Installation

[sudo] conda create -n bc python=3.6

The creation based on their environment can be a choice made by your prefered tool.

Resolving dependencies

[sudo] [-H] pip install tensorflow gym gym[atari] numpy

or just simple using:

[sudo] pip install -r requirements.txt

Usage as an TensorFlow App

Unreach a potential of this tool just utilizing the first capabilitie of then by a choice compounded on their arguments:

[sudo] python app.py

Leveraging from help of their features presented on the app:

[sudo] python app.py --usage help

Basic example with one different game then the default:

python app.py --mode 'render' --environment 'SpaceInvaders-ram-v0' --state_size_environment 'space' --episodes 60 --timesteps 6000 --reinforce 50 --epochs 10 --batch_size 256

Contributions

All made by feature or fix review, totally welcome from code.

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