Pith Number

pith:OK54ROZB

pith:2023:OK54ROZBZQBJTRGI2IVLP46OYR

not attested not anchored not stored refs pending

PASTA: Pretrained Action-State Transformer Agents

Arthur Flajolet, Guillaume Richard, Raphael Boige, Thomas Pierrot, Yannis Flet-Berliac

arxiv:2307.10936 v2 · 2023-07-20 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OK54ROZBZQBJTRGI2IVLP46OYR}

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.

Receipt and verification

First computed	2026-07-05T07:19:47.436517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72bbc8bb21cc0299c4c8d22ab7f3cec4486ebc5ab73d04d2c73d7f03e3d1feb4

Aliases

arxiv: 2307.10936 · arxiv_version: 2307.10936v2 · doi: 10.48550/arxiv.2307.10936 · pith_short_12: OK54ROZBZQBJ · pith_short_16: OK54ROZBZQBJTRGI · pith_short_8: OK54ROZB

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/OK54ROZBZQBJTRGI2IVLP46OYR \
  | 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: 72bbc8bb21cc0299c4c8d22ab7f3cec4486ebc5ab73d04d2c73d7f03e3d1feb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "723846dd14833e5243c1a32721625307f3d5b8036c0f8b244726112562bc5ea5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-07-20T15:09:06Z",
    "title_canon_sha256": "cde3012a7248188db276e13c19765f205a6fc05b3ecce6148a43555c84a0bcee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10936",
    "kind": "arxiv",
    "version": 2
  }
}