https://github.com/takuseno/a3c

A3C implementation with TensorFlow
https://github.com/takuseno/a3c

reinforcement-learning tensorflow

Last synced: about 2 months ago
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A3C implementation with TensorFlow

• Host: GitHub
• URL: https://github.com/takuseno/a3c
• Owner: takuseno
• Created: 2017-08-05T11:39:31.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2018-08-06T13:39:42.000Z (almost 8 years ago)
• Last Synced: 2025-01-15T06:51:59.050Z (over 1 year ago)
• Topics: reinforcement-learning, tensorflow
• Language: Python
• Homepage:
• Size: 454 KB
• Stars: 3
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# A3C

A3C imeplementation with TensorFlow.

## requirements

- Python3

## dependencies

- tensorflow

- opencv-python

- numpy

- git+https://github.com/imai-laboratory/rlsaber

## implementations

This repostory is inspired by following projects.

- [OpenAI Baselines](https://github.com/openai/baselines)

- https://github.com/awjuliani/DeepRL-Agents/blob/master/A3C-Doom.ipynb

## train

```

$ python train.py [--env environment name] [--threads thread number] [--render] [--demo]

```

### TensorBoard

```

$ tensorboard --logdir logs

```