Pith Number

pith:EUUMSJPR

pith:2024:EUUMSJPRD4OICCPUDPZOILQ2Y7

not attested not anchored not stored refs pending

Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control

Jasper I. Wiltfang, Julius Luy, Maximilian Schiffer, Tobias Enders, Zeno Woywood

arxiv:2404.06975 v2 · 2024-04-10 · eess.SY · cs.LG · cs.MA · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EUUMSJPRD4OICCPUDPZOILQ2Y7}

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.

Cited by

1 paper in Pith

Robo-Taxi Fleet Coordination with Accelerated High-Capacity Ridepooling

Receipt and verification

First computed	2026-07-05T11:25:01.170628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2528c925f11f1c8109f41bf2e42e1ac7d964a92bd5755b513919d06ff8ac3133

Aliases

arxiv: 2404.06975 · arxiv_version: 2404.06975v2 · doi: 10.48550/arxiv.2404.06975 · pith_short_12: EUUMSJPRD4OI · pith_short_16: EUUMSJPRD4OICCPU · pith_short_8: EUUMSJPR

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/EUUMSJPRD4OICCPUDPZOILQ2Y7 \
  | 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: 2528c925f11f1c8109f41bf2e42e1ac7d964a92bd5755b513919d06ff8ac3133

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75c8f6d7c2b9c220b9448e4da7cb1745abc1e125a5b0db9527125abf8a7635f4",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-04-10T13:49:20Z",
    "title_canon_sha256": "fbdc992c125ad66fc4a921f3753bc0ea0b28878316a18cedba671bb7eef3d4f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.06975",
    "kind": "arxiv",
    "version": 2
  }
}