Pith Number

pith:DOUMV7PJ

pith:2024:DOUMV7PJVTTZWSUYAMSGZYJ2UL

not attested not anchored not stored refs pending

Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning

Chang Huang, Chen Ye, Di Zhang, Guang Chen, Hai Zhang, Hongtu Zhou, Junqiao Zhao, Shatong Zhu, Ziqiao Wang

arxiv:2405.08036 v6 · 2024-05-13 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOUMV7PJVTTZWSUYAMSGZYJ2UL}

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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	2026-06-04T01:09:36.699327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ba8cafde9ace79b4a9803246ce13aa2d90907cc400b7ba094d04fce8e092cf1

Aliases

arxiv: 2405.08036 · arxiv_version: 2405.08036v6 · doi: 10.48550/arxiv.2405.08036 · pith_short_12: DOUMV7PJVTTZ · pith_short_16: DOUMV7PJVTTZWSUY · pith_short_8: DOUMV7PJ

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/DOUMV7PJVTTZWSUYAMSGZYJ2UL \
  | 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: 1ba8cafde9ace79b4a9803246ce13aa2d90907cc400b7ba094d04fce8e092cf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3969d54de7aeffca4c6f1ddf5132ccf5df508c94534d3b9cf008ed216c004e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-13T03:27:35Z",
    "title_canon_sha256": "1e5189228508049bd34a0ca3f182d38bef0e7dcb0715f7d59ec71d205219567c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08036",
    "kind": "arxiv",
    "version": 6
  }
}