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Pith Number

pith:YJGTBYAM

pith:2017:YJGTBYAMN4VYWM4V74R6CXBIIS
not attested not anchored not stored refs pending

Multi-agent Reinforcement Learning in Sequential Social Dilemmas

Janusz Marecki, Joel Z. Leibo, Marc Lanctot, Thore Graepel, Vinicius Zambaldi

arxiv:1702.03037 v1 · 2017-02-10 · 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{YJGTBYAMN4VYWM4V74R6CXBIIS}

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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

5 papers in Pith

Learning Incentive Structures for Cooperative Resilience in Multi-Agent Systems under Social Dilemmas
Memory-Induced Supra-Competitive Outcomes Between Deep Reinforcement Learning Agents in Optimal Trade Execution
Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems
Investigating the Impact of Subgraph Social Structure Preference on the Strategic Behavior of Networked Mixed-Motive Learning Agents
The Reciprocity Gradient
Receipt and verification
First computed 2026-05-18T00:50:58.811733Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c24d30e00c6f2b8b3395ff23e15c2844aa7c7d6d220b84a9a7490a6731817393

Aliases

arxiv: 1702.03037 · arxiv_version: 1702.03037v1 · doi: 10.48550/arxiv.1702.03037 · pith_short_12: YJGTBYAMN4VY · pith_short_16: YJGTBYAMN4VYWM4V · pith_short_8: YJGTBYAM
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/YJGTBYAMN4VYWM4V74R6CXBIIS \
  | 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: c24d30e00c6f2b8b3395ff23e15c2844aa7c7d6d220b84a9a7490a6731817393
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "1c86842dbc6377d61107a472d5c63350788c8fe66fd33ecfc85f219a31561755",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2017-02-10T01:48:40Z",
    "title_canon_sha256": "2ecadf3802326ae5ee9560c2190da5821a4b98ed3abb57ba0153de4e44960408"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.03037",
    "kind": "arxiv",
    "version": 1
  }
}