Pith Number

pith:IHGDORRS

pith:2022:IHGDORRSSSKG2ZPWR62BUMJH6F

not attested not anchored not stored refs pending

Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framework, Survey, and Challenges

Fan Yang, Guodong Du, Jingda Wu, Qi Liu, Shihua Yuan, Xin Gao, Xueyuan Li, Zirui Li

arxiv:2211.03005 v1 · 2022-11-06 · cs.RO · 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{IHGDORRSSSKG2ZPWR62BUMJH6F}

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	2026-07-05T05:13:43.175897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41cc37463294946d65f68fb41a3127f1724e950be71e8fc6a99e289750d4fa50

Aliases

arxiv: 2211.03005 · arxiv_version: 2211.03005v1 · doi: 10.48550/arxiv.2211.03005 · pith_short_12: IHGDORRSSSKG · pith_short_16: IHGDORRSSSKG2ZPW · pith_short_8: IHGDORRS

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/IHGDORRSSSKG2ZPWR62BUMJH6F \
  | 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: 41cc37463294946d65f68fb41a3127f1724e950be71e8fc6a99e289750d4fa50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6b4f17b254f4462ad7c72aa50d77f4aafa59d896971e57f7569ff5641439635",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2022-11-06T01:50:13Z",
    "title_canon_sha256": "b3d7ab5abe7b2ff90ca04b98cacf2113074fd9e3e9972555eee94d7854be0737"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.03005",
    "kind": "arxiv",
    "version": 1
  }
}