pith. sign in
Pith Number

pith:UA3L7RZH

pith:2017:UA3L7RZH6RBMPTVIWSTRW5UMHJ
not attested not anchored not stored refs pending

Analysis of Agent Expertise in Ms. Pac-Man using Value-of-Information-based Policies

Isaac J. Sledge, Jose C. Principe

arxiv:1702.08628 v3 · 2017-02-28 · cs.LG · cs.AI · cs.IT · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UA3L7RZH6RBMPTVIWSTRW5UMHJ}

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 2026-05-18T00:23:09.148650Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a036bfc727f442c7cea8b4a71b768c3a69d4184c0287b1b2bd9a983b223f883d

Aliases

arxiv: 1702.08628 · arxiv_version: 1702.08628v3 · doi: 10.48550/arxiv.1702.08628 · pith_short_12: UA3L7RZH6RBM · pith_short_16: UA3L7RZH6RBMPTVI · pith_short_8: UA3L7RZH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UA3L7RZH6RBMPTVIWSTRW5UMHJ \
  | 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: a036bfc727f442c7cea8b4a71b768c3a69d4184c0287b1b2bd9a983b223f883d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "170cf8640ebd8e43b0050f4ceca211d6607b10183fcecb94ee368fa989c1a64c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-28T03:23:20Z",
    "title_canon_sha256": "3e6df532562ba9379d529a6aa03ddac03883492e688e1a2d9f9a984201fef15a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.08628",
    "kind": "arxiv",
    "version": 3
  }
}