pith. sign in
Pith Number

pith:TRGEUVHW

pith:2019:TRGEUVHWMYQV77M3OXIJ3LLV52
not attested not anchored not stored refs pending

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning

Chenxi Wang, Guobin Wu, Jieping Ye, Jun Wang, Minne Li, Yan Jiao, Yaodong Yang, Zhichen Gong, Zhiwei (Tony) Qin

arxiv:1901.11454 v1 · 2019-01-31 · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TRGEUVHWMYQV77M3OXIJ3LLV52}

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 2026-05-17T23:55:01.838352Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9c4c4a54f666215ffd9b75d09dad75eea28026d9c148a73473ce1bb8f75e56b5

Aliases

arxiv: 1901.11454 · arxiv_version: 1901.11454v1 · doi: 10.48550/arxiv.1901.11454 · pith_short_12: TRGEUVHWMYQV · pith_short_16: TRGEUVHWMYQV77M3 · pith_short_8: TRGEUVHW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TRGEUVHWMYQV77M3OXIJ3LLV52 \
  | 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: 9c4c4a54f666215ffd9b75d09dad75eea28026d9c148a73473ce1bb8f75e56b5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "729d66ebc663212b75f026c9775b9070cae62735236c3dfb27d75a67ad6abf82",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-01-31T16:26:48Z",
    "title_canon_sha256": "e8b438bcfbe44ae38d1c076bca91eab8f905a6a65f2bc806bdb5dd988c116d26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.11454",
    "kind": "arxiv",
    "version": 1
  }
}