Pith Number

pith:423HKEII

pith:2021:423HKEII7SQGYBMGJHSX2QQ6W3

not attested not anchored not stored refs pending

A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent

Ashutosh Nayyar, Mehdi Jafarnia-Jahromi, Rahul Jain

arxiv:2109.03396 v3 · 2021-09-08 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{423HKEII7SQGYBMGJHSX2QQ6W3}

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	2026-07-05T07:54:28.536873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6b6751108fca06c058649e57d421eb6ef7d7a3669ad47077b6b97f2ed3232ab

Aliases

arxiv: 2109.03396 · arxiv_version: 2109.03396v3 · doi: 10.48550/arxiv.2109.03396 · pith_short_12: 423HKEII7SQG · pith_short_16: 423HKEII7SQGYBMG · pith_short_8: 423HKEII

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/423HKEII7SQGYBMGJHSX2QQ6W3 \
  | 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: e6b6751108fca06c058649e57d421eb6ef7d7a3669ad47077b6b97f2ed3232ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28d8fe982e5403cc947727d5939e589f4df5da57afbf2ee368bb05262e06bdc3",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-08T02:05:40Z",
    "title_canon_sha256": "b1a2fe442de20431a36433bc774a65e207d2e015ab97e7009eb39bae4923e563"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.03396",
    "kind": "arxiv",
    "version": 3
  }
}