Pith Number

pith:I2HO6GNY

pith:2025:I2HO6GNYYXHKWICMLMNTSFRZ22

not attested not anchored not stored refs pending

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents

Giovanni Dispoto, Marcello Restelli, Paolo Bonetti

arxiv:2507.07848 v2 · 2025-07-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I2HO6GNYYXHKWICMLMNTSFRZ22}

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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.

Cited by

1 paper in Pith

Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models

Receipt and verification

First computed	2026-07-05T11:44:51.032686Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

468eef19b8c5ceab204c5b1b391639d688315fa0d8c2a6b665d220fa29b7ccd4

Aliases

arxiv: 2507.07848 · arxiv_version: 2507.07848v2 · doi: 10.48550/arxiv.2507.07848 · pith_short_12: I2HO6GNYYXHK · pith_short_16: I2HO6GNYYXHKWICM · pith_short_8: I2HO6GNY

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/I2HO6GNYYXHKWICMLMNTSFRZ22 \
  | 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: 468eef19b8c5ceab204c5b1b391639d688315fa0d8c2a6b665d220fa29b7ccd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc7e0065590fe1e59dc8b9d3d46180f04741942e6b1eccfdf5c6e3012155c75d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-10T15:27:44Z",
    "title_canon_sha256": "3f2fc7243f25d285cc5d48b47a40ecd09341851b171d707ec97915d5cbbb1333"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07848",
    "kind": "arxiv",
    "version": 2
  }
}