Pith Number

pith:EU3WGAHT

pith:2021:EU3WGAHTRP4QMCDAXTLMJQZYTZ

not attested not anchored not stored refs pending

Learning a Robust Multiagent Driving Policy for Traffic Congestion Reduction

Daniel Urieli, Jiaxun Cui, Peter Stone, William Macke, Yulin Zhang

arxiv:2112.03759 v3 · 2021-12-03 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EU3WGAHTRP4QMCDAXTLMJQZYTZ}

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	2026-07-05T05:35:42.689897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25376300f38bf9060860bcd6c4c3389e4d8684184c209fc516aea6f01c223c9f

Aliases

arxiv: 2112.03759 · arxiv_version: 2112.03759v3 · doi: 10.48550/arxiv.2112.03759 · pith_short_12: EU3WGAHTRP4Q · pith_short_16: EU3WGAHTRP4QMCDA · pith_short_8: EU3WGAHT

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/EU3WGAHTRP4QMCDAXTLMJQZYTZ \
  | 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: 25376300f38bf9060860bcd6c4c3389e4d8684184c209fc516aea6f01c223c9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be1fdb14fbf0914d05fb0a67891daec0d501d122abdf23f58a2fbba0eddad62a",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-12-03T18:53:34Z",
    "title_canon_sha256": "9b8dd8a85e01cb1622d685ef20a57100db27f5beb1dc408398207187baaa9b27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03759",
    "kind": "arxiv",
    "version": 3
  }
}