pith. sign in
Pith Number

pith:FAF67LPH

pith:2017:FAF67LPH7ZPC4LEQ43JD3YR3ZW
not attested not anchored not stored refs pending

A multi-agent reinforcement learning model of common-pool resource appropriation

Charles Beattie, Joel Z. Leibo, Julien Perolat, Karl Tuyls, Thore Graepel, Vinicius Zambaldi

arxiv:1707.06600 v2 · 2017-07-20 · cs.MA · cs.NE · q-bio.PE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FAF67LPH7ZPC4LEQ43JD3YR3ZW}

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 2026-05-18T00:35:55.024592Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

280befade7fe5e2e2c90e6d23de23bcd99daa479bb23f2c18c26007101a22237

Aliases

arxiv: 1707.06600 · arxiv_version: 1707.06600v2 · doi: 10.48550/arxiv.1707.06600 · pith_short_12: FAF67LPH7ZPC · pith_short_16: FAF67LPH7ZPC4LEQ · pith_short_8: FAF67LPH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FAF67LPH7ZPC4LEQ43JD3YR3ZW \
  | 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: 280befade7fe5e2e2c90e6d23de23bcd99daa479bb23f2c18c26007101a22237
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2ccd608ef9352761d1085616bcbdce4eda9f9aae3152e873606dbea2e7d08a84",
    "cross_cats_sorted": [
      "cs.NE",
      "q-bio.PE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2017-07-20T16:35:02Z",
    "title_canon_sha256": "4873ba97cd76421c901437b1d637e81e5c1c664af1693209288c14d525334981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.06600",
    "kind": "arxiv",
    "version": 2
  }
}