metadata
title: Executive Summary
type: summary
pinned: true
Summary
This logbook reproduces theoretical and empirical results from: Doubly Exponential Lower Bounds for Follow-the-Regularized-Leader in Potential Games (OpenReview ID: l6KZJO7w48)
This logbook reproduces theoretical results about FTRL convergence in potential games.
Verification Summary
| Verdict | Count |
|---|---|
| VERIFIED | 2 |
| SUPPORTED | 0 |
| PARTIALLY SUPPORTED | 1 |
| THEORETICALLY CONSISTENT | 1 |
| NOT REPRODUCED | 1 |
| NOT VERIFIABLE | 1 |
| TOTAL | 6 |
Overall Assessment
2/6 claims successfully verified or supported through computational experiments.
Methodology
- Python 3.10 (Anaconda environment: yolov8_segmentation)
- NumPy for numerical computations
- Lifelines for Kaplan-Meier survival analysis (Task 3)
- Experiments run with fixed random seeds for reproducibility