Pith Number

pith:LV5FFD5D

pith:2025:LV5FFD5DVIJJMSF2UREIXQFZUL

not attested not anchored not stored refs pending

Origin-Destination Pattern Effects on Large-Scale Mixed Traffic Control via Multi-Agent Reinforcement Learning

Muyang Fan, Shuai Li, Songyang Liu, Weizi Li

arxiv:2505.13543 v2 · 2025-05-19 · cs.MA · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LV5FFD5DVIJJMSF2UREIXQFZUL}

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	2026-07-05T11:33:23.903113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d7a528fa3aa129648baa4488bc0b9a2e57f62bc2cf8b434211abe11565510dc

Aliases

arxiv: 2505.13543 · arxiv_version: 2505.13543v2 · doi: 10.48550/arxiv.2505.13543 · pith_short_12: LV5FFD5DVIJJ · pith_short_16: LV5FFD5DVIJJMSF2 · pith_short_8: LV5FFD5D

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/LV5FFD5DVIJJMSF2UREIXQFZUL \
  | 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: 5d7a528fa3aa129648baa4488bc0b9a2e57f62bc2cf8b434211abe11565510dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9593b7da92e7e15b83bfee7d469cf654c5c6e7eceaef95a39ae0ef562da1a10b",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-05-19T01:36:05Z",
    "title_canon_sha256": "b06e692097e911d2c2399226f6eadb556e1aa9b3e0e05c65b048d0174596609e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13543",
    "kind": "arxiv",
    "version": 2
  }
}