Pith Number

pith:SGYGQUZF

pith:2020:SGYGQUZFDKOWCJIJFTCPY7O6BN

not attested not anchored not stored refs pending

R-MADDPG for Partially Observable Environments and Limited Communication

Jonathan P. How, Michael Everett, Rose E. Wang

arxiv:2002.06684 v2 · 2020-02-16 · cs.MA · 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{SGYGQUZFDKOWCJIJFTCPY7O6BN}

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

Networked Agents in the Dark: Team Value Learning under Partial Observability

Receipt and verification

First computed	2026-07-05T00:41:13.891305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91b06853251a9d6125092cc4fc7dde0b61d11c0f1762b10c4bce06da472b1103

Aliases

arxiv: 2002.06684 · arxiv_version: 2002.06684v2 · doi: 10.48550/arxiv.2002.06684 · pith_short_12: SGYGQUZFDKOW · pith_short_16: SGYGQUZFDKOWCJIJ · pith_short_8: SGYGQUZF

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/SGYGQUZFDKOWCJIJFTCPY7O6BN \
  | 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: 91b06853251a9d6125092cc4fc7dde0b61d11c0f1762b10c4bce06da472b1103

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe5142ccf72141308222e81922fcbdcde7200619c78a5f06fcbc080ea03a292a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-02-16T21:25:44Z",
    "title_canon_sha256": "6c7a3488dd9da1802d1714be8c9f79dd5d817a339f9352afcbb50f9a1a4c1f4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.06684",
    "kind": "arxiv",
    "version": 2
  }
}