Pith Number

pith:VDRAEGVV

pith:2026:VDRAEGVVAOIIHNTM2ATLRN6MZ4

not attested not anchored not stored refs pending

Dreamer-CPC: Message Learning with World Models for Decentralized Multi-agent Reinforcement Learning

Naoto Yoshida, Tadahiro Taniguchi, Taisuke Takayama

arxiv:2607.19809 v1 · 2026-07-22 · cs.MA · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VDRAEGVVAOIIHNTM2ATLRN6MZ4}

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	2026-07-23T01:24:00.411632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8e2021ab5039083b66cd026b8b7cccf245eac13121c4fcea900596c2bcf888a

Aliases

arxiv: 2607.19809 · arxiv_version: 2607.19809v1 · doi: 10.48550/arxiv.2607.19809 · pith_short_12: VDRAEGVVAOII · pith_short_16: VDRAEGVVAOIIHNTM · pith_short_8: VDRAEGVV

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/VDRAEGVVAOIIHNTM2ATLRN6MZ4 \
  | 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: a8e2021ab5039083b66cd026b8b7cccf245eac13121c4fcea900596c2bcf888a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e61c60d7d8304dc0b3fb8cced40b6f87a5423e44c259b99dec7937eb31fd023",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-07-22T06:42:03Z",
    "title_canon_sha256": "72eb2e34ff54236f94bdd16cf1b3cdd7f8646bb465a9f285743bc449544f8ecd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19809",
    "kind": "arxiv",
    "version": 1
  }
}