Pith Number

pith:DDBXYOYR

pith:2018:DDBXYOYRWGQX53J4LXGRKT5CGQ

not attested not anchored not stored refs pending

Multi-Agent Actor-Critic with Generative Cooperative Policy Network

Hayong Shin, Heechang Ryu, Jinkyoo Park

arxiv:1810.09206 v1 · 2018-10-22 · cs.MA · cs.AI

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

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

Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients

Receipt and verification

First computed	2026-05-18T00:02:40.794229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18c37c3b11b1a17eed3c5dcd154fa2342995ac1c53aff09b19509443902c07f5

Aliases

arxiv: 1810.09206 · arxiv_version: 1810.09206v1 · doi: 10.48550/arxiv.1810.09206 · pith_short_12: DDBXYOYRWGQX · pith_short_16: DDBXYOYRWGQX53J4 · pith_short_8: DDBXYOYR

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/DDBXYOYRWGQX53J4LXGRKT5CGQ \
  | 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: 18c37c3b11b1a17eed3c5dcd154fa2342995ac1c53aff09b19509443902c07f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f635392d302930822b636a6ec90c2a80ff83f68c8824dbc6de11009c6183cd8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2018-10-22T12:24:11Z",
    "title_canon_sha256": "12ad6844b62fc96580442ee21a80da7ea1f25a3cf6ed043c201e2af9d7da2519"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.09206",
    "kind": "arxiv",
    "version": 1
  }
}