README.md

Implementation of A3C (Asynchronous Advantage Actor-Critic)

This is a tensorflow implementation of Asynchronous advantage actor-critic algorithm for CNN-LSTM as function approximator

Original Paper

here

Demo

Results

Training on Breakout-v0 is done with Nvidia GeForce GTX 1070 GPU for 28 hours

Total Scores Vs Number of iteration (Breakout_v0)

Episode Length Vs Number of iteration (Breakout_v0)

Dependencies

• python 3.5
• tensorflow 1.1.0
• opencv 3.2.0
• openAI

Usage

For Training Run:

$ python3 trainer.py

For Demo Run:

$ python3 play.py

Credit

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