Multi-Asset Market Making via Multi-Task Deep Reinforcement Learning

Author:

Haider AbbasORCID,Hawe Glenn I.,Wang Hui,Scotney Bryan

Publisher

Springer International Publishing

Reference22 articles.

1. Abernethy, J., Chen, Y., Vaughan, J.W.: An optimization-based framework for automated market-making. In: EC’11: Proceedings of the 12th ACM Conference on Electronic Commerce, pp. 297–306 (2011)

2. Abernethy, J., Kale, S.: Adaptive market making via online learning. In: Proceedings of the 26th International Conference on Neural Information Processing Systems (NIPS’13), vol. 2, pp. 2058–2066. Curran Associates Inc. (2013)

3. Ait-Sahalia, Y., Saglam, M.: High frequency market making: optimal quoting (2017). Available at SSRN: https://ssrn.com/abstract=2331613 or https://doi.org/10.2139/ssrn.2331613

4. Avellaneda, M., Stoikov, S.: High-frequency trading in a limit order book. Quant. Finance 8(3), 217–224 (2008)

5. Baldacci, B., Derchu, J., Manziuk, I.: An approximate solution for options market-making in high dimension (2020). https://arxiv.org/pdf/2009.00907.pdf

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