Pith Number

pith:IOSOI33N

pith:2018:IOSOI33NNSXDUPREW4U43UF76B

not attested not anchored not stored refs pending

Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning

Fang Jin, Jia Li, Jiazhen Zhu, Long Nguyen, Zhou Yang

arxiv:1811.05010 v1 · 2018-11-12 · 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{IOSOI33NNSXDUPREW4U43UF76B}

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	2026-05-18T00:01:01.468116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43a4e46f6d6cae3a3e24b729cdd0bff0431e9b73a0aa37d37ddd20ccf45d9e8e

Aliases

arxiv: 1811.05010 · arxiv_version: 1811.05010v1 · doi: 10.48550/arxiv.1811.05010 · pith_short_12: IOSOI33NNSXD · pith_short_16: IOSOI33NNSXDUPRE · pith_short_8: IOSOI33N

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/IOSOI33NNSXDUPREW4U43UF76B \
  | 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: 43a4e46f6d6cae3a3e24b729cdd0bff0431e9b73a0aa37d37ddd20ccf45d9e8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "028be4079f8ee4e9c6f62b799cdc65f1c67c69a68ef40cf608f0217848982f41",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-12T21:39:07Z",
    "title_canon_sha256": "22cc054530e39bc5f95b8b1f916bb43c27c4c83f87f72cbcca473459c1794cf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.05010",
    "kind": "arxiv",
    "version": 1
  }
}