Pith Number

pith:DA44KYOH

pith:2018:DA44KYOHC2SXFBIBZTLZ3GQBSF

not attested not anchored not stored refs pending

The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic

Ole-Christoffer Granmo

arxiv:1804.01508 v15 · 2018-04-04 · cs.AI · cs.CV · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DA44KYOHC2SXFBIBZTLZ3GQBSF}

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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

10 papers in Pith

Macroeconomic Message Passing for Anticipating Foreign Exchange Regime Changes: A Deep Logical Learning Approach using Graph Tsetlin Machines

Interpretable rule-based learning in an autonomous thermodynamic network

Low-Energy Reduced RISC-V Instruction Subset Processor for Tsetlin Machine Inference at the Edge

Target-confidence Recourse Using tSeTlin machines: TRUST

Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents

Receipt and verification

First computed	2026-07-05T02:04:01.411989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1839c561c716a5728501ccd79d9a01917825d89ca8084f2e35093e5f0bccc2e1

Aliases

arxiv: 1804.01508 · arxiv_version: 1804.01508v15 · doi: 10.48550/arxiv.1804.01508 · pith_short_12: DA44KYOHC2SX · pith_short_16: DA44KYOHC2SXFBIB · pith_short_8: DA44KYOH

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/DA44KYOHC2SXFBIBZTLZ3GQBSF \
  | 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: 1839c561c716a5728501ccd79d9a01917825d89ca8084f2e35093e5f0bccc2e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c6a7177895ad7e3e428be9beb5d976cc5c159e19752c400240bd22b17ef88fd",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-04-04T16:52:34Z",
    "title_canon_sha256": "eecf290d966fb60218e77f0d02e19a655bbd54db9adb66b39a8a08e12492b2a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.01508",
    "kind": "arxiv",
    "version": 15
  }
}