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2015

Zhang, Jin and Maringer, Dietmar. (2015) Using a Genetic Algorithm to Improve Recurrent Reinforcement Learning for Equity Trading. Computational Economics, 47 (4). pp. 551-567.

2014

Maringer, Dietmar and Zhang, Jin. (2014) Transition Variable Selection for Regime Switching Recurrent Reinforcement Learning. In: Proceedings of the 2014 IEEE Conference on Computational Intelligence for Financial Engineering and Economics. London, UK, pp. 407-413.

Zhang, Jin. (2014) Automating transition functions: a way to improve trading profits with recurrent reinforcement learning. In: Artificial Intelligence Applications and Innovations, 436. Heidelberg, pp. 39-49.

Zhang, Jin and Maringer, Dietmar. (2014) Two Parameter Update Schemes for Recurrent Reinforcement Learning. In: 2014 IEEE Congress on Evolutionary Computation (CEC). Beijing, China , pp. 1449-1453.

2013

Zhang, Jin and Maringer, Dietmar. (2013) Indicator selection for daily equity trading with recurrent reinforcement learning. In: GECCO'13. Proceedings of the Genetic and Evolutionary Computation Conference. New York, pp. 1757-1758.