Pith Number

pith:RTTREJWA

pith:2024:RTTREJWAZM4RZGJHYJDRGAPVNU

not attested not anchored not stored refs pending

Evolutionary Multi-agent Reinforcement Learning in Group Social Dilemmas

Brian Mintz, Feng Fu

arxiv:2411.10459 v1 · 2024-11-01 · cs.MA · q-bio.PE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RTTREJWAZM4RZGJHYJDRGAPVNU}

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.

Cited by

1 paper in Pith

Deterministic Model of Incremental Multi-Agent Boltzmann Q-Learning: Transient Cooperation, Metastability, and Oscillations

Receipt and verification

First computed	2026-07-05T09:36:17.006489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ce71226c0cb391c9927c2471301f56d2eef6f1459bf7c2ae234ea4a6ccbbf64

Aliases

arxiv: 2411.10459 · arxiv_version: 2411.10459v1 · doi: 10.48550/arxiv.2411.10459 · pith_short_12: RTTREJWAZM4R · pith_short_16: RTTREJWAZM4RZGJH · pith_short_8: RTTREJWA

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/RTTREJWAZM4RZGJHYJDRGAPVNU \
  | 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: 8ce71226c0cb391c9927c2471301f56d2eef6f1459bf7c2ae234ea4a6ccbbf64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db23ad02eeb25caf83d824a6845c3875f98a28244eb3b854d83bbc89068c40ab",
    "cross_cats_sorted": [
      "q-bio.PE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-11-01T19:46:08Z",
    "title_canon_sha256": "af55bebbba3cd7ecdd667b9289d03fbe1d5f591139587ceb2f8707a87d68babe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10459",
    "kind": "arxiv",
    "version": 1
  }
}