Pith Number

pith:P3CUP4WA

pith:2025:P3CUP4WATGNCZBYMU25ZKNY56D

not attested not anchored not stored refs pending

Deontically Constrained Policy Improvement in Reinforcement Learning Agents

Alena Makarova, Houssam Abbas

arxiv:2506.06959 v1 · 2025-06-08 · 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{P3CUP4WATGNCZBYMU25ZKNY56D}

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	2026-07-05T11:17:58.776353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ec547f2c0999a2c870ca6bb95371df0d315af6a07680e370a8581aa63fa0005

Aliases

arxiv: 2506.06959 · arxiv_version: 2506.06959v1 · doi: 10.48550/arxiv.2506.06959 · pith_short_12: P3CUP4WATGNC · pith_short_16: P3CUP4WATGNCZBYM · pith_short_8: P3CUP4WA

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/P3CUP4WATGNCZBYMU25ZKNY56D \
  | 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: 7ec547f2c0999a2c870ca6bb95371df0d315af6a07680e370a8581aa63fa0005

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db89610742283ee16df9a377d8f8a628ff99961a0aaf6127bef76ea967f929d9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-08T01:01:06Z",
    "title_canon_sha256": "00f8d7b24e3e67a80cad527ce1d190b6f938ea657d576c3691aef1f003b6f259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06959",
    "kind": "arxiv",
    "version": 1
  }
}