Dominic Rigby
How Many Random Seeds? Statistical Power Analysis in Deep Reinforcement Learning Experiments
Date read: 4th November 2025
Paper link
Key Points
Use
Welch’s t-test
with a significance level of less than 0.05
Use at least 20 different random seeds