Pith Number

pith:JNMCIG3C

pith:2020:JNMCIG3CW4YHRE2JGZQQC24PH6

not attested not anchored not stored refs pending

Graph neural induction of value iteration

Andreea Deac, Jian Tang, Pierre-Luc Bacon

arxiv:2009.12604 v1 · 2020-09-26 · 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{JNMCIG3CW4YHRE2JGZQQC24PH6}

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

Unrolling Dynamic Programming via Graph Filters

Receipt and verification

First computed	2026-07-05T01:38:21.719110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b58241b62b7307893493661016b8f3f967c9a5aaff120c6602805bd9d604fed

Aliases

arxiv: 2009.12604 · arxiv_version: 2009.12604v1 · doi: 10.48550/arxiv.2009.12604 · pith_short_12: JNMCIG3CW4YH · pith_short_16: JNMCIG3CW4YHRE2J · pith_short_8: JNMCIG3C

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/JNMCIG3CW4YHRE2JGZQQC24PH6 \
  | 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: 4b58241b62b7307893493661016b8f3f967c9a5aaff120c6602805bd9d604fed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c73523bb9e6686967f3ec2af54163a781413e1b73c9dc3b52217538aac2770a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-26T14:09:16Z",
    "title_canon_sha256": "f11103666824a40c5bed85be48941db472415c929f2afb127542a0c8b746c2c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12604",
    "kind": "arxiv",
    "version": 1
  }
}