Evaluating the Performance of Reinforcement Learning Algorithms

Emma Jordan, Yash Chandak, Daniel Cohen, Mengxue Zhang, Philip S. Thomas

Abstract: Performance evaluations are critical for quantifying algorithmic advances in reinforcement learning. Recent reproducibility analyses have shown that reported performance results are often inconsist...