Pith Number

pith:UO4SIWCY

pith:2018:UO4SIWCYLDFC7TIGMNBGMUSOCG

not attested not anchored not stored refs pending

Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas

Mirco Musolesi, Nicolas Anastassacos

arxiv:1809.10007 v2 · 2018-09-26 · cs.MA · cs.AI · 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{UO4SIWCYLDFC7TIGMNBGMUSOCG}

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	2026-05-17T23:57:31.220936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3b924585858ca2fcd06634266524e11a31069ef39960beafc1728cadcbcc3fa

Aliases

arxiv: 1809.10007 · arxiv_version: 1809.10007v2 · doi: 10.48550/arxiv.1809.10007 · pith_short_12: UO4SIWCYLDFC · pith_short_16: UO4SIWCYLDFC7TIG · pith_short_8: UO4SIWCY

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/UO4SIWCYLDFC7TIGMNBGMUSOCG \
  | 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: a3b924585858ca2fcd06634266524e11a31069ef39960beafc1728cadcbcc3fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "629f4edb56fb3f70f956bf494165475b1d68b1f1a1b54e8875720a60726c8a1a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2018-09-26T14:10:13Z",
    "title_canon_sha256": "fcfbdc85078836d6817468105c91f9c08022e0e862701f3e1e3c0f5c12d4dd19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.10007",
    "kind": "arxiv",
    "version": 2
  }
}