Pith Number

pith:2MOLGTR7

pith:2024:2MOLGTR7DO6TBVAZRGIKNI65S5

not attested not anchored not stored refs pending

Decentralized Best-Response-Based Learning in Two-Player Zero-Sum Stochastic Games: A Finite-Sample Analysis

Adam Wierman, Asuman Ozdaglar, Eric Mazumdar, Kaiqing Zhang, Zaiwei Chen

arxiv:2409.01447 v3 · 2024-09-02 · cs.LG · cs.GT

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2MOLGTR7DO6TBVAZRGIKNI65S5}

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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

Near-Optimal Last-Iterate Convergence for Zero-Sum Games with Bandit Feedback and Opponent Actions

Receipt and verification

First computed	2026-06-26T01:15:12.783738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d31cb34e3f1bbd30d4198990a6a3dd97445b4e309fd8663ab9f0cab51bab1f0b

Aliases

arxiv: 2409.01447 · arxiv_version: 2409.01447v3 · doi: 10.48550/arxiv.2409.01447 · pith_short_12: 2MOLGTR7DO6T · pith_short_16: 2MOLGTR7DO6TBVAZ · pith_short_8: 2MOLGTR7

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/2MOLGTR7DO6TBVAZRGIKNI65S5 \
  | 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: d31cb34e3f1bbd30d4198990a6a3dd97445b4e309fd8663ab9f0cab51bab1f0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a093075e4ff0ec6160d1cde3f1a7b625819448906af04cf83c781b3df60d468",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-02T20:07:25Z",
    "title_canon_sha256": "9106acd78f7819b6e7adee621d32daa40beb3a0f97335331ce4ed0ebe6e349bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01447",
    "kind": "arxiv",
    "version": 3
  }
}