Pith Number

pith:MHNTPSXB

pith:2025:MHNTPSXB4TKI2ANXW35MZJVMKZ

not attested not anchored not stored refs pending

Distributions as Actions: A Unified Framework for Diverse Action Spaces

A. Rupam Mahmood, Jiamin He, Martha White

arxiv:2506.16608 v3 · 2025-06-19 · cs.LG · 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{MHNTPSXB4TKI2ANXW35MZJVMKZ}

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	2026-05-17T23:39:17.909356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61db37cae1e4d48d01b7b6facca6ac566443dedd5de3ac8e96e390ce5ec3d537

Aliases

arxiv: 2506.16608 · arxiv_version: 2506.16608v3 · doi: 10.48550/arxiv.2506.16608 · pith_short_12: MHNTPSXB4TKI · pith_short_16: MHNTPSXB4TKI2ANX · pith_short_8: MHNTPSXB

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/MHNTPSXB4TKI2ANXW35MZJVMKZ \
  | 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: 61db37cae1e4d48d01b7b6facca6ac566443dedd5de3ac8e96e390ce5ec3d537

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7f143abd25cf5e0badbb4bcd07a4c92f280dd932cf04950b144877a2f63e2aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-19T21:19:19Z",
    "title_canon_sha256": "0c278b0ac14636c2eda55a20dd71b589ec4e14087415265681e940a02ef0a9c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16608",
    "kind": "arxiv",
    "version": 3
  }
}