ProCreations/repro-parameter-free-dynamic-regret-time-varying-movement-costs-delayed-feedback-and-memory

Reproduction bundle

This deterministic CPU-only Trackio logbook audits all five registered claims for OpenReview xnj5CyzVVW / arXiv 2602.06902v2.

PYTHONWARNINGS=error python reproduce.py --output replay

outputs/ and packaged_replay/ are separate warning-strict byte-identical runs. The executable implements the paper's one-dimensional Composite Mirror Descent prox, exponential learning-rate grid, adaptive first-order batching, delayed-feedback reduction, and time-varying-memory reduction. Universal regret statements remain primary-source theorems; finite linear-loss runs test the algorithms, exact reductions, and displayed inequalities. BUNDLE_SHA256SUMS.txt authenticates every authored file except itself.