Pith Number

pith:TAQVFNDV

pith:2024:TAQVFNDVRYTESCQDQQUJUTB6UU

not attested not anchored not stored refs pending

Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning

Duohan Zhang, Hadi Hosseini, Sanjukta Roy

arxiv:2410.04376 v2 · 2024-10-06 · cs.GT · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAQVFNDVRYTESCQDQQUJUTB6UU}

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.

Cited by

1 paper in Pith

Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:20:25.030313Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

982152b4758e26490a0384289a4c3ea5225bb74c99b267e594312d04fa23b3a9

Aliases

arxiv: 2410.04376 · arxiv_version: 2410.04376v2 · doi: 10.48550/arxiv.2410.04376 · pith_short_12: TAQVFNDVRYTE · pith_short_16: TAQVFNDVRYTESCQD · pith_short_8: TAQVFNDV

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/TAQVFNDVRYTESCQDQQUJUTB6UU \
  | 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: 982152b4758e26490a0384289a4c3ea5225bb74c99b267e594312d04fa23b3a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0af40db1efd2f895aea28977464eb5ee1c9c128f526e1775841868a1cfc7b1d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-10-06T06:47:53Z",
    "title_canon_sha256": "c96fb880162eb3bf6cb72fd251e32748a98813ca708d1eb23391b42f7e1201a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04376",
    "kind": "arxiv",
    "version": 2
  }
}