- Hambly, B., Xu, R. and Yang, H., 2021. Recent advances in reinforcement learning in finance. arXiv paper.
- Kolm, Petter N., and Gordon Ritter. "Modern perspectives on reinforcement learning in finance." Modern Perspectives on Reinforcement Learning in Finance. The Journal of Machine Learning in Finance 1, no. 1 (2020).
- Xiao-Yang Liu, Z. Xiong, S. Zhong, Hongyang Yang, A. Walid. Practical deep reinforcement learning approach for stock trading. NeurIPS, 2018, paper
- Deng, Yue, Feng Bao, Youyong Kong, Zhiquan Ren, and Qionghai Dai. "Deep direct reinforcement learning for financial signal representation and trading." IEEE Transactions on Neural Networks and Learning Systems 28, no. 3 (2016): 653-664.