Pith Number

pith:FOQPOZQ3

pith:2020:FOQPOZQ3M62RP6W6727JJST5PC

not attested not anchored not stored refs pending

Value-Decomposition Multi-Agent Actor-Critics

Jianyu Su, Peter A. Beling, Stephen Adams

arxiv:2007.12306 v4 · 2020-07-24 · 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{FOQPOZQ3M62RP6W6727JJST5PC}

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

Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:00:31.308770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ba0f7661b67b517fadefebe94ca7d788d48a85357da98e3ce5d802499599418

Aliases

arxiv: 2007.12306 · arxiv_version: 2007.12306v4 · doi: 10.48550/arxiv.2007.12306 · pith_short_12: FOQPOZQ3M62R · pith_short_16: FOQPOZQ3M62RP6W6 · pith_short_8: FOQPOZQ3

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/FOQPOZQ3M62RP6W6727JJST5PC \
  | 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: 2ba0f7661b67b517fadefebe94ca7d788d48a85357da98e3ce5d802499599418

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c43129f36b3bdfadb49452140422fadc3d8c1cd35890832dada36839987c8f41",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-07-24T00:50:02Z",
    "title_canon_sha256": "8f6c854fa52e8aafe702a5ca3ed9ea80a235fdca12472c58a82a44a31e3c23d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.12306",
    "kind": "arxiv",
    "version": 4
  }
}