Statistical Analysis for Trustworthy Robot Evaluation

[Link to Event]

Lecture on confidence bounds for performance estimation and hypothesis tests for policy comparison.

See Also

Relevant papers are listed below:

• Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optional Stopping
• How Generalizable is My Behavior Cloning Policy? A Statistical Approach to Trustworthy Performance Evaluation