Shypd.aiThe largest open index of AI toolscrypto-rl is a deep reinforcement learning toolkit for cryptocurrency trading. It enables users to record, replay, and train DDQN agents on limit order book data.
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crypto-rl is a specialized toolkit for developing and testing cryptocurrency trading strategies using deep reinforcement learning. It provides functionalities to capture and store cryptocurrency limit order book data, which is crucial for simulating realistic trading environments. The core feature involves the ability to train a DDQN (Double Deep Q-Network) agent, a type of reinforcement learning algorithm, to learn optimal trading decisions based on this historical and real-time data. This allows researchers and developers to experiment with and refine automated trading strategies.
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