Pith Number

pith:YAU3725B

pith:2022:YAU3725BCSYVG6KWA726RMZHIP

not attested not anchored not stored refs pending

Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution

Chao Qian, Cong Guan, Haobo Fu, Ke Xue, Lei Yuan, Qiang Fu, Yang Yu, Yutong Wang

arxiv:2208.04957 v3 · 2022-08-09 · cs.NE · cs.AI · cs.LG · 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{YAU3725BCSYVG6KWA726RMZHIP}

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

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation

Receipt and verification

First computed	2026-07-05T09:55:30.451001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c029bfeba114b153795607f5e8b32743f968d9ae9915779eca5ca5e4e85258ee

Aliases

arxiv: 2208.04957 · arxiv_version: 2208.04957v3 · doi: 10.48550/arxiv.2208.04957 · pith_short_12: YAU3725BCSYV · pith_short_16: YAU3725BCSYVG6KW · pith_short_8: YAU3725B

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/YAU3725BCSYVG6KWA726RMZHIP \
  | 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: c029bfeba114b153795607f5e8b32743f968d9ae9915779eca5ca5e4e85258ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef821d07582950a82e5bdea97afe11d335ae7d4d16a913a5627d9a302c4d2ba0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-08-09T16:16:28Z",
    "title_canon_sha256": "2e10f455630777cb50525dc0b63ed8fc0cfc19a8e0d9d6382998252b1239448c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.04957",
    "kind": "arxiv",
    "version": 3
  }
}