Pith Number

pith:QIHM46CE

pith:2024:QIHM46CEGIACWC76LC7X6B7ASI

not attested not anchored not stored refs pending

The Role of Higher-Order Cognitive Models in Active Learning

Gokhan Alcan, Oskar Keurulainen, Ville Kyrki

arxiv:2401.04397 v1 · 2024-01-09 · cs.LG · cs.RO

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\usepackage{pith}
\pithnumber{QIHM46CEGIACWC76LC7X6B7ASI}

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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

Active Inference and Human--Computer Interaction

Receipt and verification

First computed	2026-07-05T07:31:43.389968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

820ece784432002b0bfe58bf7f07e0923a17f38eee7c45f444c7ebb98177f8ae

Aliases

arxiv: 2401.04397 · arxiv_version: 2401.04397v1 · doi: 10.48550/arxiv.2401.04397 · pith_short_12: QIHM46CEGIAC · pith_short_16: QIHM46CEGIACWC76 · pith_short_8: QIHM46CE

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/QIHM46CEGIACWC76LC7X6B7ASI \
  | 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: 820ece784432002b0bfe58bf7f07e0923a17f38eee7c45f444c7ebb98177f8ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "269f01649c816ed1312252ac0d6d28eabdefd7fffa145bb862559324816d134e",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-09T07:39:36Z",
    "title_canon_sha256": "490ae17e6211a8719e51b358dcd7f4e5d69f20e27beaa39c3913e279df1bdb41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04397",
    "kind": "arxiv",
    "version": 1
  }
}