Pith Number

pith:IIERJON6

pith:2018:IIERJON6I37CAO4VIVVCHDKH4N

not attested not anchored not stored refs pending

Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning

Arunselvan Ramaswamy, Daniel E. Quevedo, Shalabh Bhatnagar

arxiv:1802.07935 v2 · 2018-02-22 · math.OC · math.DS · 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{IIERJON6I37CAO4VIVVCHDKH4N}

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	2026-05-17T23:47:12.723620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

420914b9be46fe203b95456a238d47e37d1197ebea73da273cca4766917048ed

Aliases

arxiv: 1802.07935 · arxiv_version: 1802.07935v2 · doi: 10.48550/arxiv.1802.07935 · pith_short_12: IIERJON6I37C · pith_short_16: IIERJON6I37CAO4V · pith_short_8: IIERJON6

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/IIERJON6I37CAO4VIVVCHDKH4N \
  | 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: 420914b9be46fe203b95456a238d47e37d1197ebea73da273cca4766917048ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08886b4f03e7580108988258fe762a35103d1ec143ae0cebead8bffe6b31d206",
    "cross_cats_sorted": [
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2018-02-22T08:13:53Z",
    "title_canon_sha256": "18ad5e0ed3352c27d0b89f65fea4547792cf528cfdd887366447f90e57b910ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.07935",
    "kind": "arxiv",
    "version": 2
  }
}