Pith Number

pith:ZI6BAX6P

pith:2015:ZI6BAX6PDW7JMFYP6M375LM4QO

not attested not anchored not stored refs pending

Data Generation as Sequential Decision Making

Doina Precup, Philip Bachman

arxiv:1506.03504 v3 · 2015-06-10 · cs.LG · 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{ZI6BAX6PDW7JMFYP6M375LM4QO}

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	2026-05-18T01:28:06.741328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca3c105fcf1dbe96170ff337fead9c839c49fd66dd382edce7fcdf3d636f1ae1

Aliases

arxiv: 1506.03504 · arxiv_version: 1506.03504v3 · doi: 10.48550/arxiv.1506.03504 · pith_short_12: ZI6BAX6PDW7J · pith_short_16: ZI6BAX6PDW7JMFYP · pith_short_8: ZI6BAX6P

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/ZI6BAX6PDW7JMFYP6M375LM4QO \
  | 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: ca3c105fcf1dbe96170ff337fead9c839c49fd66dd382edce7fcdf3d636f1ae1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83f3ad69c2c0b51dd60bfdfdbaf66f48b52fe2303319144cff0c39dd42345e25",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-06-10T23:17:24Z",
    "title_canon_sha256": "6edf9ba984fde77d0a0e5f8749ead7213102bc3d7335e296493480afd942ec9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.03504",
    "kind": "arxiv",
    "version": 3
  }
}