Pith Number

pith:PGYWFGRA

pith:2019:PGYWFGRAVCILLPADBAIRCOYAUK

not attested not anchored not stored refs pending

Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment

Jivitesh Sharma, Morten Goodwin, Ole-Chrisoffer Granmo, Per-Arne Andersen

arxiv:1905.09673 v2 · 2019-05-23 · cs.AI · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PGYWFGRAVCILLPADBAIRCOYAUK}

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	2026-05-17T23:44:47.166057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79b1629a20a890b5bc030811113b00a2be1ef1aeb74a06c07f110e878325397e

Aliases

arxiv: 1905.09673 · arxiv_version: 1905.09673v2 · doi: 10.48550/arxiv.1905.09673 · pith_short_12: PGYWFGRAVCIL · pith_short_16: PGYWFGRAVCILLPAD · pith_short_8: PGYWFGRA

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/PGYWFGRAVCILLPADBAIRCOYAUK \
  | 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: 79b1629a20a890b5bc030811113b00a2be1ef1aeb74a06c07f110e878325397e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6a531c0e75e5483df42246c30d2b5f70c6c77b6bec800f0d57ce0c9d71ed2f7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-05-23T14:15:51Z",
    "title_canon_sha256": "f7cb6de12207aae464aa16a8ae140d53035ca9f73b207f1228b73a7604974793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09673",
    "kind": "arxiv",
    "version": 2
  }
}