Pith Number

pith:AGEQKAHV

pith:2024:AGEQKAHVZ7KAPIW7IQF22QLOEN

not attested not anchored not stored refs pending

Reaching Consensus in Cooperative Multi-Agent Reinforcement Learning with Goal Imagination

Deheng Ye, Fengming Zhu, Haobo Fu, Kaiwen Zhu, Liangzhou Wang, Qiang Fu, Shujie Zhang, Wei Yang, Xinghu Yao

arxiv:2403.03172 v1 · 2024-03-05 · cs.AI · cs.LG

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

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\usepackage{pith}
\pithnumber{AGEQKAHVZ7KAPIW7IQF22QLOEN}

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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.

Cited by

1 paper in Pith

Wasserstein-Barycenter Consensus for Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:52:36.863850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01890500f5cfd407a2df440bad416e23765680c38e3fd59da051c15ac5f85a5f

Aliases

arxiv: 2403.03172 · arxiv_version: 2403.03172v1 · doi: 10.48550/arxiv.2403.03172 · pith_short_12: AGEQKAHVZ7KA · pith_short_16: AGEQKAHVZ7KAPIW7 · pith_short_8: AGEQKAHV

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/AGEQKAHVZ7KAPIW7IQF22QLOEN \
  | 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: 01890500f5cfd407a2df440bad416e23765680c38e3fd59da051c15ac5f85a5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10dc0bc73fa8785e44760c3602d3654e17f5e0ea0fc52b000c485d1ffc7b1dea",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-05T18:07:34Z",
    "title_canon_sha256": "cd022cfaab46e535ed29ccc7fae64b6be995068d20887e39310db19c83589186"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03172",
    "kind": "arxiv",
    "version": 1
  }
}