Pith Number

pith:LKF2VICD

pith:2017:LKF2VICDIX2ELERR477WOOWQCX

not attested not anchored not stored refs pending

A Deep Policy Inference Q-Network for Multi-Agent Systems

Chun-Yi Lee, Shih-Yang Su, Tzu-Yun Shann, Yi-Hsiang Chang, Zhang-Wei Hong

arxiv:1712.07893 v2 · 2017-12-21 · 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{LKF2VICDIX2ELERR477WOOWQCX}

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	2026-05-18T00:19:02.830437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a8baaa04345f4459231e7ff673ad015cddd8133cf2e1f985b97a5614106dc3f

Aliases

arxiv: 1712.07893 · arxiv_version: 1712.07893v2 · doi: 10.48550/arxiv.1712.07893 · pith_short_12: LKF2VICDIX2E · pith_short_16: LKF2VICDIX2ELERR · pith_short_8: LKF2VICD

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/LKF2VICDIX2ELERR477WOOWQCX \
  | 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: 5a8baaa04345f4459231e7ff673ad015cddd8133cf2e1f985b97a5614106dc3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bfd33f9bc46105a330ef6d364e1857cc5b6b85292551a55a9d2df74b7e3d162",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-12-21T11:53:35Z",
    "title_canon_sha256": "95b17bd7512d10d86a4aa3102b09c6b266788d4e750d5cf2f39f10cc5214062c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.07893",
    "kind": "arxiv",
    "version": 2
  }
}