Pith Number

pith:DRMJOBSM

pith:2020:DRMJOBSMOPPR7JL7XMIR6O3UOR

not attested not anchored not stored refs pending

Social diversity and social preferences in mixed-motive reinforcement learning

Brian McWilliams, Edgar A. Du\'e\~nez-Guzm\'an, Edward Hughes, Ian Gemp, Joel Z. Leibo, Kevin R. McKee

arxiv:2002.02325 v2 · 2020-02-06 · cs.MA · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DRMJOBSMOPPR7JL7XMIR6O3UOR}

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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

Investigating the Impact of Subgraph Social Structure Preference on the Strategic Behavior of Networked Mixed-Motive Learning Agents

Receipt and verification

First computed	2026-07-05T00:40:28.024743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c5897064c73df1fa57fbb111f3b747477431ef445f0f6da6241a2a98e93f574

Aliases

arxiv: 2002.02325 · arxiv_version: 2002.02325v2 · doi: 10.48550/arxiv.2002.02325 · pith_short_12: DRMJOBSMOPPR · pith_short_16: DRMJOBSMOPPR7JL7 · pith_short_8: DRMJOBSM

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/DRMJOBSMOPPR7JL7XMIR6O3UOR \
  | 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: 1c5897064c73df1fa57fbb111f3b747477431ef445f0f6da6241a2a98e93f574

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6027b101a70d8c5e8325d74165d18a87e71c861bdbb1c0062d772a91ed08408",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-02-06T16:07:02Z",
    "title_canon_sha256": "e3d372a9863e9a73b79a43137a42088ddd86e8f39b0138ad10c3fd05183ab2a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02325",
    "kind": "arxiv",
    "version": 2
  }
}