FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

Computing, Computer Science, Algorithms +10

Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)

arXiv (Cornell University) · 2017 · 11.3K citations · Full text

Computing, Computer Science, Algorithms +16

Q-learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 9K citations · Full text

Policy Gradient Methods for Reinforcement Learning with Function Approximation

Richard S. Sutton, David McAllester, Satinder Singh et al. · 1999 · 5K citations

Business, Decision Sciences, Machine Learning +13

Addressing Function Approximation Error in Actor-Critic Methods

Scott Fujimoto, Herke van Hoof, David Meger · arXiv (Cornell University) · 2018 · 2.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15