Pith Number

pith:LMMQHYOH

pith:2019:LMMQHYOHEYZHWB5LRM5WUIGWGM

not attested not anchored not stored refs pending

Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft

Cl\'ement Romac, Vincent B\'eraud

arxiv:1903.04311 v2 · 2019-03-11 · cs.LG · cs.AI · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMMQHYOHEYZHWB5LRM5WUIGWGM}

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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

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Receipt and verification

First computed	2026-05-17T23:48:50.039801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b1903e1c726327b07ab8b3b6a20d6331d3028fdc3fc36a87910a1a094bc4672

Aliases

arxiv: 1903.04311 · arxiv_version: 1903.04311v2 · doi: 10.48550/arxiv.1903.04311 · pith_short_12: LMMQHYOHEYZH · pith_short_16: LMMQHYOHEYZHWB5L · pith_short_8: LMMQHYOH

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/LMMQHYOHEYZHWB5LRM5WUIGWGM \
  | 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: 5b1903e1c726327b07ab8b3b6a20d6331d3028fdc3fc36a87910a1a094bc4672

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1487a88ad459ac01d66a2329b06874579a59c5d428fe823bb45e967470ea6cc1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-11T14:11:20Z",
    "title_canon_sha256": "5ac442429e3536630d5a5759ebadb5f9f413a39a6e21d3e6f960dc514f1002bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.04311",
    "kind": "arxiv",
    "version": 2
  }
}