Pith Number

pith:YTLWFRR5

pith:2024:YTLWFRR5KWMXYNVVG5X6S5AWHG

not attested not anchored not stored refs pending

On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents

Mustafa Mert \c{C}elikok, Robert Loftin, Saptarashmi Bandyopadhyay

arxiv:2407.00419 v1 · 2024-06-29 · cs.LG · cs.AI · cs.GT · 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{YTLWFRR5KWMXYNVVG5X6S5AWHG}

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	2026-07-05T08:38:40.233720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4d762c63d55997c36b5376fe97416399d86a88b775c11befb105d6d61423670

Aliases

arxiv: 2407.00419 · arxiv_version: 2407.00419v1 · doi: 10.48550/arxiv.2407.00419 · pith_short_12: YTLWFRR5KWMX · pith_short_16: YTLWFRR5KWMXYNVV · pith_short_8: YTLWFRR5

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/YTLWFRR5KWMXYNVVG5X6S5AWHG \
  | 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: c4d762c63d55997c36b5376fe97416399d86a88b775c11befb105d6d61423670

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c8441e11eafb93f9025da5cb3043bc27502418d62c05696d8a60f2282b36cfb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-29T11:59:52Z",
    "title_canon_sha256": "b8f4b6fca50396eac17caaefad2e257f958499391f5fb2106b59e23bef8324d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00419",
    "kind": "arxiv",
    "version": 1
  }
}