Pith Number

pith:WXSM7OQY

pith:2018:WXSM7OQYGVYC2SSYNWD4DIQQG2

not attested not anchored not stored refs pending

Stochastic Variance-Reduced Policy Gradient

Damiano Binaghi, Giuseppe Canonaco, Marcello Restelli, Matteo Papini, Matteo Pirotta

arxiv:1806.05618 v1 · 2018-06-14 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WXSM7OQYGVYC2SSYNWD4DIQQG2}

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.

Cited by

1 paper in Pith

Reinforcement Learning-based Control via Y-wise Affine Neural Networks (YANNs)

Receipt and verification

First computed	2026-05-18T00:13:14.582840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5e4cfba1835702d4a586d87c1a21036a09f2c6baea1fe8a21d12034f29436fa

Aliases

arxiv: 1806.05618 · arxiv_version: 1806.05618v1 · doi: 10.48550/arxiv.1806.05618 · pith_short_12: WXSM7OQYGVYC · pith_short_16: WXSM7OQYGVYC2SSY · pith_short_8: WXSM7OQY

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/WXSM7OQYGVYC2SSYNWD4DIQQG2 \
  | 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: b5e4cfba1835702d4a586d87c1a21036a09f2c6baea1fe8a21d12034f29436fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08be26aa83533a36755e0a5c3706c11ae34ee2075d458f5c99bba3ca54dd38a8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-14T15:49:13Z",
    "title_canon_sha256": "1e6c381cf9831494e63fdda8979a0f0936dfb21630e98a3b3c3d1a65c7a6c8f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05618",
    "kind": "arxiv",
    "version": 1
  }
}