pith. sign in
Pith Number

pith:BADH7PE4

pith:2011:BADH7PE4IBP3IASYXQVCLTXWIQ
not attested not anchored not stored refs pending

Decision Making Agent Searching for Markov Models in Near-Deterministic World

Andras Lorincz, Gabor Matuz

arxiv:1102.5561 v2 · 2011-02-27 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BADH7PE4IBP3IASYXQVCLTXWIQ}

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 2026-05-18T04:27:37.551385Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

08067fbc9c405fb40258bc2a25cef64417ce52099af5c90d806d92036f401060

Aliases

arxiv: 1102.5561 · arxiv_version: 1102.5561v2 · doi: 10.48550/arxiv.1102.5561 · pith_short_12: BADH7PE4IBP3 · pith_short_16: BADH7PE4IBP3IASY · pith_short_8: BADH7PE4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BADH7PE4IBP3IASYXQVCLTXWIQ \
  | 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: 08067fbc9c405fb40258bc2a25cef64417ce52099af5c90d806d92036f401060
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5698c01ae55ed37a878e611f3035225cb1b224e0edf86e23d6b0c2fb2afa9dfb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2011-02-27T23:47:13Z",
    "title_canon_sha256": "5fd3b230095b4be2123f396eb42c2eca8fba43407c108567aafd7109334511ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1102.5561",
    "kind": "arxiv",
    "version": 2
  }
}