Pith Number

pith:IDA34M3M

pith:2025:IDA34M3MSVIDCHWIATT33WDCP3

not attested not anchored not stored refs pending

From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation

Peilang Li, Umer Siddique, Yongcan Cao

arxiv:2501.09858 v1 · 2025-01-16 · cs.LG · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IDA34M3MSVIDCHWIATT33WDCP3}

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	2026-07-05T10:02:12.365877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40c1be336c9550311ec804e7bdd8627eed433746255729a63d495c66263dcb07

Aliases

arxiv: 2501.09858 · arxiv_version: 2501.09858v1 · doi: 10.48550/arxiv.2501.09858 · pith_short_12: IDA34M3MSVID · pith_short_16: IDA34M3MSVIDCHWI · pith_short_8: IDA34M3M

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/IDA34M3MSVIDCHWIATT33WDCP3 \
  | 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: 40c1be336c9550311ec804e7bdd8627eed433746255729a63d495c66263dcb07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a597804208ff8dfc9cc4c941d90cbb3f9b3eed71060a1edc667e4c5053062d95",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-16T22:11:03Z",
    "title_canon_sha256": "696493128a04856f662095e0ae1fc12f07b87a8668e05a684f1fc1e8dc9c5bd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09858",
    "kind": "arxiv",
    "version": 1
  }
}