Pith Number

pith:5IEOJOPI

pith:2022:5IEOJOPIKZ6BLWIVHF2SRKS52I

not attested not anchored not stored refs pending

On the Rate of Convergence of Payoff-based Algorithms to Nash Equilibrium in Strongly Monotone Games

Maryam Kamgarpour, Tatiana Tatarenko

arxiv:2202.11147 v1 · 2022-02-22 · math.OC · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5IEOJOPIKZ6BLWIVHF2SRKS52I}

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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

2 papers in Pith

Last-Iterate Guarantees for Learning in Co-coercive Games

The Harder Path: Last Iterate Convergence for Uncoupled Learning in Zero-Sum Games with Bandit Feedback

Receipt and verification

First computed	2026-07-05T03:59:28.897558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea08e4b9e8567c15d915397528aa5dd215749d36de8265b57d8498a430945d41

Aliases

arxiv: 2202.11147 · arxiv_version: 2202.11147v1 · doi: 10.48550/arxiv.2202.11147 · pith_short_12: 5IEOJOPIKZ6B · pith_short_16: 5IEOJOPIKZ6BLWIV · pith_short_8: 5IEOJOPI

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/5IEOJOPIKZ6BLWIVHF2SRKS52I \
  | 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: ea08e4b9e8567c15d915397528aa5dd215749d36de8265b57d8498a430945d41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe89dccc5febfe78c31f44760de7bd7466934feec0740c33cf85760adb1e6644",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-02-22T19:45:48Z",
    "title_canon_sha256": "0401938d4cdf156bde72ef678e170e35715641294ef330b5230d39f305af1d10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11147",
    "kind": "arxiv",
    "version": 1
  }
}