Pith Number

pith:AQW5KTIM

pith:2024:AQW5KTIMWCVCROK73TW5O5M7QP

not attested not anchored not stored refs pending

Learning Equilibria in Adversarial Team Markov Games: A Nonconvex-Hidden-Concave Min-Max Optimization Problem

Fivos Kalogiannis, Ioannis Panageas, Jingming Yan

arxiv:2410.05673 v1 · 2024-10-08 · 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{AQW5KTIMWCVCROK73TW5O5M7QP}

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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

Solving Zero-Sum Convex Markov Games

Receipt and verification

First computed	2026-07-05T09:17:23.221596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

042dd54d0cb0aa28b95fdcedd7759f83f5e8ccffbbd95ff748624d1bf8f3fdcd

Aliases

arxiv: 2410.05673 · arxiv_version: 2410.05673v1 · doi: 10.48550/arxiv.2410.05673 · pith_short_12: AQW5KTIMWCVC · pith_short_16: AQW5KTIMWCVCROK7 · pith_short_8: AQW5KTIM

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/AQW5KTIMWCVCROK73TW5O5M7QP \
  | 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: 042dd54d0cb0aa28b95fdcedd7759f83f5e8ccffbbd95ff748624d1bf8f3fdcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07150766bfce2757e6bbda032a16e774197ba44d9527e6b813e0661407e45220",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-10-08T04:07:26Z",
    "title_canon_sha256": "7a3c483e1d4b2af8fe33804fc720b22f0c5db78b78cc7e55e9a12b36fb4f0dfb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05673",
    "kind": "arxiv",
    "version": 1
  }
}