Pith Number

pith:P5FZCUYM

pith:2017:P5FZCUYMCBYOWFTX4NSSEMNIGE

not attested not anchored not stored refs pending

Reinforcement Learning for Learning Rate Control

Chang Xu, Gang Wang, Tao Qin, Tie-Yan Liu

arxiv:1705.11159 v1 · 2017-05-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P5FZCUYMCBYOWFTX4NSSEMNIGE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:43:19.087339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f4b91530c1070eb1677e3652231a8312f8b877f80a6e18348198fb54e4d9c87

Aliases

arxiv: 1705.11159 · arxiv_version: 1705.11159v1 · doi: 10.48550/arxiv.1705.11159 · pith_short_12: P5FZCUYMCBYO · pith_short_16: P5FZCUYMCBYOWFTX · pith_short_8: P5FZCUYM

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/P5FZCUYMCBYOWFTX4NSSEMNIGE \
  | 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: 7f4b91530c1070eb1677e3652231a8312f8b877f80a6e18348198fb54e4d9c87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7900ed35c572c60742e69a816bcccfe468a936912b0e22b73aba8b66da5cd657",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-31T15:58:35Z",
    "title_canon_sha256": "5290540a0ea2c0cba39a4dcf07248ac2d8f5ebe2647a69e55466bb052ba28c4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.11159",
    "kind": "arxiv",
    "version": 1
  }
}