JAX-LOB: a GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

Financial exchanges across the world use limit order books (LOBs) to process orders and match trades. For research purposes it is important to have large scale efficient simulators of LOB dynamics. LOB simulators have previously been implemented in the context of agent-based models (ABMs), reinforce...

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Bibliographic Details
Main Authors: Frey, SY, Li, K, Nagy, P, Sapora, S, Lu, C, Zohren, S, Foerster, J, Calinescu, A
Format: Journal article
Language:English
Published: Association for Computing Machinery 2023