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DRL_Navigation

This project is a part of:
Deep Reinforcement Learning Nanodegree

The project uses DQN algorithm to solve 'Banana' environment to maximize number of gathered yellow bananas and avoiding blue bananas.

banana app

Requirements

Below you can find a list of requirements required to run train.py & play.py scripts

Resources

  • python 3.6
  • Banana app (this is delivered by Udacity Team)
    • Linux: click here
    • Mac OSX: click here
    • Windows (32-bit): click here
    • Windows (64-bit): click here

Python packages

  • torch
  • numpy
  • tqdm
  • unityagents

Usage

Training

python3 train.py

Playing usign trained model

python3 play.py

Details

Implementation approach & details and metrics can be found in report file.

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Navigation Project from Udacity Deep Learning Nanodegree

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