Pith Number

pith:HQS3EUTN

pith:2019:HQS3EUTN5TQ75NYY3TYJG2JRXF

not attested not anchored not stored refs pending

Microscopic Traffic Simulation by Cooperative Multi-agent Deep Reinforcement Learning

Daniele Molinari, Giulio Bacchiani, Marco Patander

arxiv:1903.01365 v1 · 2019-03-04 · cs.MA · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQS3EUTN5TQ75NYY3TYJG2JRXF}

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	2026-05-17T23:52:09.001308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c25b2526dece1feb718dcf0936931b95a68734e6cf016714b00733336f4fae6

Aliases

arxiv: 1903.01365 · arxiv_version: 1903.01365v1 · doi: 10.48550/arxiv.1903.01365 · pith_short_12: HQS3EUTN5TQ7 · pith_short_16: HQS3EUTN5TQ75NYY · pith_short_8: HQS3EUTN

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/HQS3EUTN5TQ75NYY3TYJG2JRXF \
  | 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: 3c25b2526dece1feb718dcf0936931b95a68734e6cf016714b00733336f4fae6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08f0898831c6d8e5a1c2bca5e2a65f18633f3676a8368f42281a63438f407271",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-03-04T17:05:38Z",
    "title_canon_sha256": "7c870b517b74842cd77cc0afea8375c17f045b7da83c2175411db9902e654151"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.01365",
    "kind": "arxiv",
    "version": 1
  }
}