Pith Number

pith:WFQLG6F5

pith:2020:WFQLG6F52EPE24I53QNQQDJ4LK

not attested not anchored not stored refs pending

FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation

Abhishek K. Umrawal, Kaushik Manchella, Vaneet Aggarwal

arxiv:2007.13699 v2 · 2020-07-27 · cs.AI · cs.LG · cs.MA · cs.SY · eess.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{WFQLG6F52EPE24I53QNQQDJ4LK}

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	2026-07-05T01:36:31.354333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b160b378bdd11e4d711ddc1b080d3c5a86d6204c172e0edaf0e12d69eadf49be

Aliases

arxiv: 2007.13699 · arxiv_version: 2007.13699v2 · doi: 10.48550/arxiv.2007.13699 · pith_short_12: WFQLG6F52EPE · pith_short_16: WFQLG6F52EPE24I5 · pith_short_8: WFQLG6F5

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/WFQLG6F52EPE24I53QNQQDJ4LK \
  | 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: b160b378bdd11e4d711ddc1b080d3c5a86d6204c172e0edaf0e12d69eadf49be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16ffed816810f2e548d4369c1fa039161eabc6e69aa455f374434e9651d9278d",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-07-27T17:25:58Z",
    "title_canon_sha256": "c043f7d3c7644ec0e64e5420209d74770a5840ce55b3316be944c3fbfff1bdfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.13699",
    "kind": "arxiv",
    "version": 2
  }
}