Shypd.aiThe largest open index of AI toolsDeep-trading-agent is an open-source AI tool that uses deep reinforcement learning for Bitcoin trading. It employs a DeepSense network for Q function approximation, providing a framework for algorithmic trading.
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Deep-trading-agent is an open-source project that provides a Deep Reinforcement Learning based Trading Agent for Bitcoin. It leverages a DeepSense Network for Q function approximation, offering a robust framework for developing and testing algorithmic trading strategies. The tool is designed to maximize total accumulated rewards by allowing the agent to choose between neutral, long, and short positions for each trading unit. It includes functionalities for data preprocessing of Bitcoin price series, Docker support for easy setup and deployment, and integration with Tensorboard for logging and monitoring training progress. The project is suitable for researchers and developers interested in applying advanced AI techniques to financial markets.
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