Pith Number

pith:HRHELLBT

pith:2021:HRHELLBTKANKBTDIMWS7Y6EQTR

not attested not anchored not stored refs pending

Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist

Alexander Trott, Douwe van der Wal, Sebastien Haneuse, Stephan Zheng, Sunil Srinivasa

arxiv:2108.02904 v1 · 2021-08-06 · cs.LG · cs.AI · cs.MA · econ.EM · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HRHELLBTKANKBTDIMWS7Y6EQTR}

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

4 papers in Pith

The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models

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	2026-07-05T03:03:43.445400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c4e45ac33501aa0cc6865a5fc78909c4b9988a6f1e8df3636066217bb3290cb

Aliases

arxiv: 2108.02904 · arxiv_version: 2108.02904v1 · doi: 10.48550/arxiv.2108.02904 · pith_short_12: HRHELLBTKANK · pith_short_16: HRHELLBTKANKBTDI · pith_short_8: HRHELLBT

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/HRHELLBTKANKBTDIMWS7Y6EQTR \
  | 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: 3c4e45ac33501aa0cc6865a5fc78909c4b9988a6f1e8df3636066217bb3290cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "056dc7f04730dd882ea4d46fe9864323f44ccc1f598923ffd50051a8e1122b60",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "econ.EM",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-06T01:30:41Z",
    "title_canon_sha256": "bd7255c5bc59eeca837492a8692caf21d030997b641f4f02fa255ac7e6d17be8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.02904",
    "kind": "arxiv",
    "version": 1
  }
}