Pith Number

pith:SRSEFYLU

pith:2021:SRSEFYLUTMDMYYGYK6TMOQLQ3Z

not attested not anchored not stored refs pending

Convergent and Efficient Deep Q Network Algorithm

Masahito Ueda, Zhikang T. Wang

arxiv:2106.15419 v3 · 2021-06-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SRSEFYLUTMDMYYGYK6TMOQLQ3Z}

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	2026-07-05T04:19:32.991773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

946442e1749b06cc60d857a6c74170de505064b7ac2d8bff0ac308f606a887e0

Aliases

arxiv: 2106.15419 · arxiv_version: 2106.15419v3 · doi: 10.48550/arxiv.2106.15419 · pith_short_12: SRSEFYLUTMDM · pith_short_16: SRSEFYLUTMDMYYGY · pith_short_8: SRSEFYLU

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/SRSEFYLUTMDMYYGYK6TMOQLQ3Z \
  | 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: 946442e1749b06cc60d857a6c74170de505064b7ac2d8bff0ac308f606a887e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0483f4022e11341fb5a47dbf4f7fc05528bf8bb10e6e5cbf217c91149a2a6cc5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-29T13:38:59Z",
    "title_canon_sha256": "beb612334d54cf5f8dcb109e75e7ffda4781296a2060fd43faced24eacef6bc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15419",
    "kind": "arxiv",
    "version": 3
  }
}