Pith Number

pith:LYVO6TMH

pith:2019:LYVO6TMHHNPHYBQLZILDYM55VB

not attested not anchored not stored refs pending

Zap Q-Learning for Optimal Stopping Time Problems

Adithya M. Devraj, Ana Bu\v{s}i\'c, Sean P. Meyn, Shuhang Chen

arxiv:1904.11538 v3 · 2019-04-25 · eess.SY · 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{LYVO6TMHHNPHYBQLZILDYM55VB}

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	2026-06-04T20:14:27.433287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e2aef4d873b5e7c060bca163c33bda870835bdb30b123822cc3f62a11b11af3

Aliases

arxiv: 1904.11538 · arxiv_version: 1904.11538v3 · doi: 10.48550/arxiv.1904.11538 · pith_short_12: LYVO6TMHHNPH · pith_short_16: LYVO6TMHHNPHYBQL · pith_short_8: LYVO6TMH

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/LYVO6TMHHNPHYBQLZILDYM55VB \
  | 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: 5e2aef4d873b5e7c060bca163c33bda870835bdb30b123822cc3f62a11b11af3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78573736f9010a5be6be4dfd0fe865236ea5688dd04f0c682d031f0e4d0d8488",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2019-04-25T18:57:49Z",
    "title_canon_sha256": "15c6531e0af9bda819d3a738bc5a008607c250a26a56e8edce1b31c5afd51902"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.11538",
    "kind": "arxiv",
    "version": 3
  }
}