-- IN PROGRESS / UNTESTED --

Smart Trading Bot 🤖 📈

This code implements algorithms for automatically fetching historical trading data, using it to train a reinforcement learning agent, and then executing trades on a platform.

Currently supporting

• DQN Agent with experience replay and target networks.
• Yahoo Finance integration for pulling daily stock and cryptocurrency prices.
• Binance integration for cryptocurrency trading (coming soon).
• Distributed training for training speedup (coming soon).

Contributing

I am open to open source contributions. Please follow the CONTRIBUTING guidelines. A good place to start is by looking at the issues page and assigning yourself to an available issue. Please reach out for guidance. This is meant to be a fun practical project, so don't take it too seriously!

NOTE

Please ensure you understand the code license before using in a production environment.

References

• Playing Atari with Deep Reinforcement Learning
• Prioritized Experience Replay
• Trading Bot