Pith Number

pith:BT53RUBK

pith:2025:BT53RUBKX2S2F6TZVUH6ZHY73J

not attested not anchored not stored refs pending

Cracking the Code of Action: a Generative Approach to Affordances for Reinforcement Learning

Ankit Anand, David Venuto, Doina Precup, Flemming Kondrup, Khimya Khetarpal, Lynn Cherif

arxiv:2504.17282 v1 · 2025-04-24 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BT53RUBKX2S2F6TZVUH6ZHY73J}

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	2026-07-05T10:53:25.844641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0cfbb8d02abea5a2fa79ad0fec9f1fda552a9c98e5ab4ae4257a1910c4bf21ef

Aliases

arxiv: 2504.17282 · arxiv_version: 2504.17282v1 · doi: 10.48550/arxiv.2504.17282 · pith_short_12: BT53RUBKX2S2 · pith_short_16: BT53RUBKX2S2F6TZ · pith_short_8: BT53RUBK

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/BT53RUBKX2S2F6TZVUH6ZHY73J \
  | 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: 0cfbb8d02abea5a2fa79ad0fec9f1fda552a9c98e5ab4ae4257a1910c4bf21ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55071045150d700750b486967efb4f4d2bc997ee4a7398d4dbdbca1d96147bfc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-24T06:20:08Z",
    "title_canon_sha256": "77e965a3a6d224ca71f5f03b93a464c5c822c2efbf92f4744528c62c7d76a00e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17282",
    "kind": "arxiv",
    "version": 1
  }
}