Pith. sign in
Pith Number

pith:BD5AQBNY

pith:2019:BD5AQBNYSZ2NZZHUCCFZ3QME2C
not attested not anchored not stored refs pending

Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning

Andrew Perrault, Arunesh Sinha, Milind Tambe, Pradeep Varakantham, Sanket Shah

arxiv:1911.08799 v1 · 2019-11-20 · cs.GT · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BD5AQBNYSZ2NZZHUCCFZ3QME2C}

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 2026-07-05T00:20:45.840834Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

08fa0805b89674dce4f4108b9dc184d0b00bf3d9563c846f1bdd07190f1061ec

Aliases

arxiv: 1911.08799 · arxiv_version: 1911.08799v1 · doi: 10.48550/arxiv.1911.08799 · pith_short_12: BD5AQBNYSZ2N · pith_short_16: BD5AQBNYSZ2NZZHU · pith_short_8: BD5AQBNY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BD5AQBNYSZ2NZZHUCCFZ3QME2C \
  | 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: 08fa0805b89674dce4f4108b9dc184d0b00bf3d9563c846f1bdd07190f1061ec
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2c817c1695296ed5f6a2c520a2391ed3db223f9c205a09bfd47ec96d7b01b9c3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2019-11-20T10:15:07Z",
    "title_canon_sha256": "40728b7672da56897f04d6bbc6b842ba9695dca31f707af6f47a5b730deba5d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.08799",
    "kind": "arxiv",
    "version": 1
  }
}