Pith Number

pith:TBB4EZ7I

pith:2018:TBB4EZ7IDAVEICNVLP4YI7IRTW

not attested not anchored not stored refs pending

Graph networks as learnable physics engines for inference and control

Alvaro Sanchez-Gonzalez, Josh Merel, Jost Tobias Springenberg, Martin Riedmiller, Nicolas Heess, Peter Battaglia, Raia Hadsell

arxiv:1806.01242 v1 · 2018-06-04 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBB4EZ7IDAVEICNVLP4YI7IRTW}

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.

Cited by

1 paper in Pith

Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics

Receipt and verification

First computed	2026-05-18T00:14:17.007720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9843c267e8182a4409b55bf9847d119d9c766245ed8715cf44349f02ea6bb7c2

Aliases

arxiv: 1806.01242 · arxiv_version: 1806.01242v1 · doi: 10.48550/arxiv.1806.01242 · pith_short_12: TBB4EZ7IDAVE · pith_short_16: TBB4EZ7IDAVEICNV · pith_short_8: TBB4EZ7I

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/TBB4EZ7IDAVEICNVLP4YI7IRTW \
  | 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: 9843c267e8182a4409b55bf9847d119d9c766245ed8715cf44349f02ea6bb7c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4b7ed81bb67f7e4d2051614fffa4bc4c576192ddf573e7cf0b776b2cbe90ec6",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-04T17:29:40Z",
    "title_canon_sha256": "93854b5ff709f1718526e5f80c53f6f91c92bf81b741962260740111c0a46382"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01242",
    "kind": "arxiv",
    "version": 1
  }
}