Pith Number

pith:VIZB6NXX

pith:2024:VIZB6NXX5AC3DPILTY5CFUOT7T

not attested not anchored not stored refs pending

Learning Macroeconomic Policies through Dynamic Stackelberg Mean-Field Games

Chengdong Ma, Haifeng Zhang, Jun Wang, Mengyue Yang, Qirui Mi, Siyu Xia, Yan Song, Zhiyu Zhao

arxiv:2403.12093 v4 · 2024-03-14 · econ.TH · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VIZB6NXX5AC3DPILTY5CFUOT7T}

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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

2 papers in Pith

Hierarchical Multiagent Reinforcement Learning for Multi-Group Tax Game

Receipt and verification

First computed	2026-07-05T11:13:08.265662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa321f36f7e805b1bd0b9e3a22d1d3fcf791344be410b417da7403142436789b

Aliases

arxiv: 2403.12093 · arxiv_version: 2403.12093v4 · doi: 10.48550/arxiv.2403.12093 · pith_short_12: VIZB6NXX5AC3 · pith_short_16: VIZB6NXX5AC3DPIL · pith_short_8: VIZB6NXX

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/VIZB6NXX5AC3DPILTY5CFUOT7T \
  | 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: aa321f36f7e805b1bd0b9e3a22d1d3fcf791344be410b417da7403142436789b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e6afc47bb5e066ed9893503acd257bdb8aafad1acd3d22763a6ed2f59436445",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.TH",
    "submitted_at": "2024-03-14T13:22:31Z",
    "title_canon_sha256": "ae4bd2573510dd31581170456a3ad5b418245fdf059b5102edcf4d58aa1843c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12093",
    "kind": "arxiv",
    "version": 4
  }
}