Pith Number

pith:2ACYYJ7P

pith:2019:2ACYYJ7PIALRZ5NJV3WZ2QPUSN

not attested not anchored not stored refs pending

Independent Generative Adversarial Self-Imitation Learning in Cooperative Multiagent Systems

Jianye Hao, Weixun Wang, Xiaotian Hao, Yaodong Yang

arxiv:1909.11468 v1 · 2019-09-25 · 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{2ACYYJ7PIALRZ5NJV3WZ2QPUSN}

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	2026-07-05T00:07:11.912954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0058c27ef40171cf5a9aeed9d41f49373f09ed0187e21ccfddf2400041d536a

Aliases

arxiv: 1909.11468 · arxiv_version: 1909.11468v1 · doi: 10.48550/arxiv.1909.11468 · pith_short_12: 2ACYYJ7PIALR · pith_short_16: 2ACYYJ7PIALRZ5NJ · pith_short_8: 2ACYYJ7P

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/2ACYYJ7PIALRZ5NJV3WZ2QPUSN \
  | 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: d0058c27ef40171cf5a9aeed9d41f49373f09ed0187e21ccfddf2400041d536a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50468828a2af055ae9b7aaa406e8f1583e6e3eea2acd8c52f1d1314ddf2fee29",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-09-25T13:11:33Z",
    "title_canon_sha256": "924c09582b3d7fcbd2bd542eb3549d994a1b292a22cd78b8eeb15d0b53525c95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11468",
    "kind": "arxiv",
    "version": 1
  }
}