Pith Number

pith:RUZQAUWY

pith:2015:RUZQAUWY64F5PTXJIYSNARIWHJ

not attested not anchored not stored refs pending

Stability of Stochastic Approximations with `Controlled Markov' Noise and Temporal Difference Learning

Arunselvan Ramaswamy, Shalabh Bhatnagar

arxiv:1504.06043 v2 · 2015-04-23 · cs.SY · 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{RUZQAUWY64F5PTXJIYSNARIWHJ}

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	2026-05-18T00:15:47.683179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d330052d8f70bd7cee94624d045163a65e56474eecf856d31298ace4189ce76

Aliases

arxiv: 1504.06043 · arxiv_version: 1504.06043v2 · doi: 10.48550/arxiv.1504.06043 · pith_short_12: RUZQAUWY64F5 · pith_short_16: RUZQAUWY64F5PTXJ · pith_short_8: RUZQAUWY

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/RUZQAUWY64F5PTXJIYSNARIWHJ \
  | 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: 8d330052d8f70bd7cee94624d045163a65e56474eecf856d31298ace4189ce76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1428b9f9d4483f425f7fbc57b31253435e95b03eeaee9fd1abd072d2601c8f81",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2015-04-23T04:50:27Z",
    "title_canon_sha256": "53829550ba3502db059362d4d122b0211f01f3c697d9ed2345d49db7988cbe2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1504.06043",
    "kind": "arxiv",
    "version": 2
  }
}