Pith Number

pith:HJ4JLDJM

pith:2020:HJ4JLDJMZH3742IXZFKTR6HQKE

not attested not anchored not stored refs pending

Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward

Adam Wierman, Guannan Qu, Na Li, Yiheng Lin

arxiv:2006.06626 v1 · 2020-06-11 · math.OC · cs.AI · cs.LG · cs.MA · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HJ4JLDJMZH3742IXZFKTR6HQKE}

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	2026-07-05T01:09:35.158947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a78958d2cc9f7fe6917c95538f8f0513d4f8085e2b18a713e6b6f05413a23aa

Aliases

arxiv: 2006.06626 · arxiv_version: 2006.06626v1 · doi: 10.48550/arxiv.2006.06626 · pith_short_12: HJ4JLDJMZH37 · pith_short_16: HJ4JLDJMZH3742IX · pith_short_8: HJ4JLDJM

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/HJ4JLDJMZH3742IXZFKTR6HQKE \
  | 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: 3a78958d2cc9f7fe6917c95538f8f0513d4f8085e2b18a713e6b6f05413a23aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46d89a75d951f23357ba3573da9e5680968960c60afc404cee2095fd1ff22477",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2020-06-11T17:23:17Z",
    "title_canon_sha256": "418646c39ad462a22428743708828bb10fa6cc826d7b601361e5ef5a0455e680"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06626",
    "kind": "arxiv",
    "version": 1
  }
}