https://github.com/antoinewg/riddle

DDRQN implementation
https://github.com/antoinewg/riddle

dqn tensorflow2

Last synced: 6 months ago
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DDRQN implementation

• Host: GitHub
• URL: https://github.com/antoinewg/riddle
• Owner: antoinewg
• License: apache-2.0
• Created: 2020-05-09T16:54:28.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2024-07-30T21:18:14.000Z (about 1 year ago)
• Last Synced: 2025-02-14T23:49:27.997Z (8 months ago)
• Topics: dqn, tensorflow2
• Language: Python
• Size: 65.4 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Riddle 🎩

[![Build Status](https://travis-ci.com/antoinewg/riddle.svg?branch=master)](https://travis-ci.com/antoinewg/riddle)

[![codecov](https://codecov.io/gh/antoinewg/riddle/branch/master/graph/badge.svg)](https://codecov.io/gh/antoinewg/riddle)

### Installation

**Steps**:

- Create virtual environment: `python3 -m venv venv`

- Activate it: `source ./venv/bin/activate`

- Install dependencies: `make install`

You're ready to go 🚀!

### Development

- Train and evaluate model: `make train`

- Open tensorboard: `make board`

### Source

Original inspiration: [Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks](https://arxiv.org/pdf/1602.02672.pdf)