Pith Number

pith:XSARQZM3

pith:2025:XSARQZM34HXDLRAHFUU4YEG6E3

not attested not anchored not stored refs pending

Q-function Decomposition with Intervention Semantics with Factored Action Spaces

Debarun Bhattacharjya, Elliot Nelson, Junkyu Lee, Miao Liu, Songtao Lu, Tian Gao

arxiv:2504.21326 v1 · 2025-04-30 · 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{XSARQZM34HXDLRAHFUU4YEG6E3}

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	2026-07-05T10:56:22.257800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc8118659be1ee35c4072d29cc10de26e4ac0d7827b84a8857efef908004d851

Aliases

arxiv: 2504.21326 · arxiv_version: 2504.21326v1 · doi: 10.48550/arxiv.2504.21326 · pith_short_12: XSARQZM34HXD · pith_short_16: XSARQZM34HXDLRAH · pith_short_8: XSARQZM3

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/XSARQZM34HXDLRAHFUU4YEG6E3 \
  | 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: bc8118659be1ee35c4072d29cc10de26e4ac0d7827b84a8857efef908004d851

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e912adec6eaaf92d16fb2bc22f5b9a8507b445cff5d54eae0a0a4d1b2babb45",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-30T05:26:51Z",
    "title_canon_sha256": "c70854c3d0e1c3ea19e6fc5b0d14b10e83f1759dc8ba15b6ab0a2a4ae2bdc11c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21326",
    "kind": "arxiv",
    "version": 1
  }
}