Measuring the Reliability of Reinforcement Learning Algorithms

1 code implementation • ICLR 2020 • Stephanie C. Y. Chan, Samuel Fishman, John Canny, Anoop Korattikara, Sergio Guadarrama

To aid RL researchers and production users with the evaluation and improvement of reliability, we propose a set of metrics that quantitatively measure different aspects of reliability.

reinforcement-learning Reinforcement Learning (RL)