DPS0340 / DQNDemo

Deep Q-Learning from Demonstrations implementation using Pytorch & OpenAI Gym

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Welcome to DQNDemo 👋

GitHub

Deep Q-Learning from Demonstrations implementation using Pytorch & OpenAI Gym

Paper link

Install

pip install -r requirements.txt

Usage

python agent_1.py

🤝 Contributing

Contributions, issues and feature requests are welcome.
Feel free to check issues page if you want to contribute.

Demo

DQNDemo

Output Graph

simple DQN original DQN

Simple vs Original

Simple DQN does not have PER algorithm, it selects from uniform distribution.
Original is vice versa.

Author

👤 jiho lee

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Deep Q-Learning from Demonstrations implementation using Pytorch & OpenAI Gym

License:MIT License


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Language:Python 100.0%