Pith Number

pith:56IA74CM

pith:2018:56IA74CMVYYH4WSFBYU5Q6SETM

not attested not anchored not stored refs pending

Model-Free Adaptive Optimal Control of Episodic Fixed-Horizon Manufacturing Processes using Reinforcement Learning

Johannes Dornheim, Norbert Link, Peter Gumbsch

arxiv:1809.06646 v3 · 2018-09-18 · eess.SY · cs.AI · cs.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56IA74CMVYYH4WSFBYU5Q6SETM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-04T20:13:21.056965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef900ff04cae307e5a450e29d87a449b27fa797b0411a3052876ccb69ff0880c

Aliases

arxiv: 1809.06646 · arxiv_version: 1809.06646v3 · doi: 10.48550/arxiv.1809.06646 · pith_short_12: 56IA74CMVYYH · pith_short_16: 56IA74CMVYYH4WSF · pith_short_8: 56IA74CM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/56IA74CMVYYH4WSFBYU5Q6SETM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ef900ff04cae307e5a450e29d87a449b27fa797b0411a3052876ccb69ff0880c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b43c6b9e504d1ae1aa6d3ba6fd8c702f17fe23eb7bf32531ed24293ca8fe382",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2018-09-18T11:20:27Z",
    "title_canon_sha256": "6540188dbbc32b242aad23a189dbeb923a339929e4a236a6109a624d0e6a4fcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.06646",
    "kind": "arxiv",
    "version": 3
  }
}