Chapter 21: Reinforcement Learning
Distributional RL and Tail-Aware Action Selection advanced
Learn the return distribution, not just its mean, so execution and hedging policies can be chosen by tail risk as well as average performance.
Learn the return distribution, not just its mean, so execution and hedging policies can be chosen by tail risk as well as average performance.
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References
Deep Reinforcement Learning for Trading—A Critical Survey
Adrian Millea
(2021)
— Data
TIME Benchmark: Fresh Datasets for Zero-Shot Forecasting Integrity
Han Zou, et al.
(2025)
Recent Advances in Reinforcement Learning in Finance
Ben Hambly, Renyuan Xu, Huining Yang
(2023)
Deep hedging
H. Buehler, L. Gonon, J. Teichmann, B. Wood
(2019)
— Quantitative Finance