Pith Number

pith:JYIQPOSM

pith:2026:JYIQPOSM56QXFOCDFL45MV2K5M

not attested not anchored not stored refs pending

Learning to Contest: Decentralized Robust Fairness in Cooperative MARL via Cross-Attention

Can Savc{\i}

arxiv:2606.06162 v1 · 2026-06-04 · cs.MA · 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{JYIQPOSM56QXFOCDFL45MV2K5M}

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	2026-06-05T01:15:35.893395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e1107ba4cefa172b8432af9d6574aeb391cbd6974036d744b2ce1eee4984402

Aliases

arxiv: 2606.06162 · arxiv_version: 2606.06162v1 · doi: 10.48550/arxiv.2606.06162 · pith_short_12: JYIQPOSM56QX · pith_short_16: JYIQPOSM56QXFOCD · pith_short_8: JYIQPOSM

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/JYIQPOSM56QXFOCDFL45MV2K5M \
  | 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: 4e1107ba4cefa172b8432af9d6574aeb391cbd6974036d744b2ce1eee4984402

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "739a0b8875dcb5ccd819ae7cd0a836e344b00a11659ecc77b2738e05f98c505f",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-06-04T13:34:50Z",
    "title_canon_sha256": "2480c5e73a14e8985f0ac806399ba28c7b95c9bed3f6421c0443c90721f7ab23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06162",
    "kind": "arxiv",
    "version": 1
  }
}