Update logbook: Repro - ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering

logbook.json

@@ -10,7 +10,7 @@
     "icml2026-repro",
     "paper-kcPPWaoegr"
   ],
-  "updated_at": "2026-07-16T01:49:07+00:00",
+  "updated_at": "2026-07-16T01:51:17+00:00",
   "root": {
     "slug": "index",
     "title": "Repro - ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering",
@@ -66,6 +66,6 @@
       }
     ]
   },
-  "agent_view_tokens": 4300,
-  "revision": "1784166547158355000"
+  "agent_view_tokens": 4397,
+  "revision": "1784166677412353000"
 }

pages/conclusion/page.md

@@ -485,3 +485,10 @@ https://huggingface.co/buckets/binzhango/repro-ml-agent-autonomous-ml-engineerin
 {"type": "markdown", "id": "cell_234b8f06f46f", "created_at": "2026-07-16T01:48:43+00:00", "title": "Public dataset mirror"}
 -->
 A public repository mirror of the complete bundle is available at https://huggingface.co/datasets/binzhango/ml-agent-repro-17897-results. It exposes 37 files (10.0 MB) and carries the icml2026-repro and paper-kcPPWaoegr tags; the Trackio artifact remains the canonical Bucket-backed download required by the challenge.
+
+
+---
+<!-- trackio-cell
+{"type": "markdown", "id": "cell_1836309e1816", "created_at": "2026-07-16T01:51:14+00:00", "title": "Hugging Face collection"}
+-->
+The public collection groups the Trackio Space, canonical logbook artifact Bucket, Trackio experiment Bucket, and dataset mirror: https://huggingface.co/collections/binzhango/ml-agent-icml-2026-reproduction-17897-6a5838c7f600d2ce8749f4c1