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samre12/deep-trading-agent
Deep reinforcement learning agent that trades Bitcoin
What it is
An open-source trading agent for Bitcoin trained with deep reinforcement learning. The repository includes the code to train the model and evaluate the strategy it learns. Researchers and developers curious about applying reinforcement learning to crypto trading can study and modify it. It is an experimental project tied to a single asset, and results from training runs should not be read as evidence of a profitable live strategy.
At a glance
Research onlyOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Developers |
|---|---|
| Used for | Strategy research, AI agents |
| Markets | Crypto |
| Stack | Python |
| Learning curve | Moderate learning curve |
| Practical value | Low practical value |
| Cost | Free and open source |
| Hardware | GPU optional |
| Maintenance | No commits in over six months |
GitHub stars, last 30 days
Daily snapshots since 2026-09-28 (up to 30 days): 0 over the period, now 796. Gaps mean no snapshot was taken that day.
Deep Reinforcement Learning based Trading Agent for Bitcoin
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