---
title: "Repro - Prior Diffusiveness and Regret in the Linear-Gaussian Bandit"
emoji: 🎯
colorFrom: yellow
colorTo: red
sdk: static
pinned: false
tags:
 - trackio
 - trackio-logbook
 - open-experiment
 - icml2026-repro
 - paper-GeYKOC4BzB
---

# Current claim-by-claim reproduction

Start at the [current verification index](#/current). It exposes the exact claim contracts, assumptions, source pins, executable code, raw data, checker/control output, limitations, compute, and verdict for all five claims.

Current reproduction verdicts: Claims 1, 2, 4, and 5 are `VERIFIED`; Claim 3 is `FALSIFIED` as registered. The previous live judge score remains **4/10** until a new judge result exists. No score increase is claimed here.

The earlier coordinate-arm/Laplace pages remain reachable in navigation and are labeled **Historical rejected baseline**.

---

# Repro - Prior Diffusiveness and Regret in the Linear-Gaussian Bandit

An open experiment logbook, published with [Trackio](https://github.com/gradio-app/trackio).