Pith Number

pith:OB26OL6I

pith:2023:OB26OL6IHTIN7ZIZTGP5W4S73S

not attested not anchored not stored refs pending

FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility

Dong Xing, Gang Pan, Junru Zhang, Lang Feng

arxiv:2310.05053 v1 · 2023-10-08 · cs.LG · cs.AI · 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{OB26OL6IHTIN7ZIZTGP5W4S73S}

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	2026-07-05T06:58:26.192119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7075e72fc83cd0dfe519999fdb725fdcbce13994d326f46b4494edc3ca3dad50

Aliases

arxiv: 2310.05053 · arxiv_version: 2310.05053v1 · doi: 10.48550/arxiv.2310.05053 · pith_short_12: OB26OL6IHTIN · pith_short_16: OB26OL6IHTIN7ZIZ · pith_short_8: OB26OL6I

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/OB26OL6IHTIN7ZIZTGP5W4S73S \
  | 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: 7075e72fc83cd0dfe519999fdb725fdcbce13994d326f46b4494edc3ca3dad50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06405d2c4bfcce1cc3b3515d149866a6e1667721bf8d096fd07e43649620af0e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-08T07:26:35Z",
    "title_canon_sha256": "cd79754d9d66ae85d6e6e76d6135c7cfc744d52b4a5dd9b688548b11ef6c486e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05053",
    "kind": "arxiv",
    "version": 1
  }
}