Pith Number

pith:DD3CNCHM

pith:2023:DD3CNCHML24SYTBS342CMBDVJL

not attested not anchored not stored refs pending

TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning

Haifeng Zhang, Jun Wang, Qirui Mi, Shenghao Zhu, Siyu Xia, Yan Song

arxiv:2309.16307 v2 · 2023-09-28 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DD3CNCHML24SYTBS342CMBDVJL}

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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

3 papers in Pith

EconAI: Dynamic Persona Evolution and Memory-Aware Agents in Evolving Economic Environments

Hierarchical Multiagent Reinforcement Learning for Multi-Group Tax Game

Receipt and verification

First computed	2026-07-05T07:55:59.583294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18f62688ec5eb92c4c32df342604754ae1d836c6c1ed2d95d0f8ccbc964a43c0

Aliases

arxiv: 2309.16307 · arxiv_version: 2309.16307v2 · doi: 10.48550/arxiv.2309.16307 · pith_short_12: DD3CNCHML24S · pith_short_16: DD3CNCHML24SYTBS · pith_short_8: DD3CNCHM

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/DD3CNCHML24SYTBS342CMBDVJL \
  | 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: 18f62688ec5eb92c4c32df342604754ae1d836c6c1ed2d95d0f8ccbc964a43c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dffb21aa4f2fdc39c81950f24439f5170aed6b7bbb0da8065b9bf541cae2327",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2023-09-28T09:59:48Z",
    "title_canon_sha256": "75559cc57ab17bd18614a592b2394333596043ff78b35a68447dd3e79c77fcc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16307",
    "kind": "arxiv",
    "version": 2
  }
}