Pith Number

pith:47U5K3VB

pith:2024:47U5K3VBRGMJNFPIPKDM6YE2OB

not attested not anchored not stored refs pending

Select to Perfect: Imitating desired behavior from large multi-agent data

Edith Elkind, Jakob Foerster, Joao Henriques, Philip Torr, Tim Franzmeyer

arxiv:2405.03735 v1 · 2024-05-06 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{47U5K3VBRGMJNFPIPKDM6YE2OB}

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

2 papers in Pith

Split the Differences, Pool the Rest: Provably Efficient Multi-Objective Imitation

Receipt and verification

First computed	2026-07-05T08:16:10.155030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7e9d56ea189989695e87a86cf609a705ad7c713c6cd1fb8c019a886a87a8385

Aliases

arxiv: 2405.03735 · arxiv_version: 2405.03735v1 · doi: 10.48550/arxiv.2405.03735 · pith_short_12: 47U5K3VBRGMJ · pith_short_16: 47U5K3VBRGMJNFPI · pith_short_8: 47U5K3VB

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/47U5K3VBRGMJNFPIPKDM6YE2OB \
  | 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: e7e9d56ea189989695e87a86cf609a705ad7c713c6cd1fb8c019a886a87a8385

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "644069b3e75357488f7f61aa21f71fe1edf0dae168a6cca8d4edfc9efa13b7df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-06T15:48:24Z",
    "title_canon_sha256": "725c0687d6220da599d9fdce65b3fe9db13054129cbc02b5d8d1ab404eacea73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03735",
    "kind": "arxiv",
    "version": 1
  }
}