Pith Number

pith:LU75PS63

pith:2019:LU75PS63P3TWQKWBRTHM4GUZD2

not attested not anchored not stored refs pending

Can $Q$-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver?

Bryan Catanzaro, Saad Godil, Shimon Whiteson, Vitaly Kurin

arxiv:1909.11830 v2 · 2019-09-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LU75PS63P3TWQKWBRTHM4GUZD2}

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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

A compact QUBO encoding of computational logic formulae demonstrated on cryptography constructions

Receipt and verification

First computed	2026-07-05T01:54:26.017746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d3fd7cbdb7ee7682ac18ccece1a991e9e2bff8836d3b78d31678dada551ee1e

Aliases

arxiv: 1909.11830 · arxiv_version: 1909.11830v2 · doi: 10.48550/arxiv.1909.11830 · pith_short_12: LU75PS63P3TW · pith_short_16: LU75PS63P3TWQKWB · pith_short_8: LU75PS63

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/LU75PS63P3TWQKWBRTHM4GUZD2 \
  | 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: 5d3fd7cbdb7ee7682ac18ccece1a991e9e2bff8836d3b78d31678dada551ee1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4da2b3efdd1643d044c92d0dc99514ed261563aed391d26c7d97a3eb0b95d8f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-26T00:44:40Z",
    "title_canon_sha256": "e67d99a1b527a600b697c4a77b996824f342d65f75bd114c0c151cbae1169f4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11830",
    "kind": "arxiv",
    "version": 2
  }
}