Pith Number

pith:D2DJC2FK

pith:2024:D2DJC2FK44SJ6O6ZNP2V2GQ3D6

not attested not anchored not stored refs pending

Social Interpretable Reinforcement Learning

Giovanni Iacca, Leonardo Lucio Custode

arxiv:2401.15480 v2 · 2024-01-27 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2DJC2FK44SJ6O6ZNP2V2GQ3D6}

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.

Cited by

1 paper in Pith

SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks

Receipt and verification

First computed	2026-07-05T10:03:23.708195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e869168aae7249f3bd96bf55d1a1b1f98eb54c10fe886d97a351de94d676ae1

Aliases

arxiv: 2401.15480 · arxiv_version: 2401.15480v2 · doi: 10.48550/arxiv.2401.15480 · pith_short_12: D2DJC2FK44SJ · pith_short_16: D2DJC2FK44SJ6O6Z · pith_short_8: D2DJC2FK

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/D2DJC2FK44SJ6O6ZNP2V2GQ3D6 \
  | 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: 1e869168aae7249f3bd96bf55d1a1b1f98eb54c10fe886d97a351de94d676ae1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f25c882bf28a453354e166e2d3f9cc5fb9a3c3b57dc41bfa7dbbfddc30f0fac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-27T19:05:21Z",
    "title_canon_sha256": "5326ef1c17a30bf1af4b433f5b105fcb460a706842724689d337bd9e3ca0cf86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15480",
    "kind": "arxiv",
    "version": 2
  }
}