Pith Number

pith:6NSCU2L3

pith:2019:6NSCU2L3X2KNIA7DI4RWUAT53O

not attested not anchored not stored refs pending

Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning

Andrew Silva, Ivan Dario Jimenez Rodriguez, Matthew Gombolay, Sung-Hyun Son, Taylor Killian

arxiv:1903.09338 v5 · 2019-03-22 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6NSCU2L3X2KNIA7DI4RWUAT53O}

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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

Explainable AI for Next-Generation Wireless Physical Layer: Basics, State-of-the-Art, and Open Challenges

Receipt and verification

First computed	2026-07-05T01:13:34.641648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3642a697bbe94d403e347236a027ddbbaaa021b312d160d3b758b5e55fde811

Aliases

arxiv: 1903.09338 · arxiv_version: 1903.09338v5 · doi: 10.48550/arxiv.1903.09338 · pith_short_12: 6NSCU2L3X2KN · pith_short_16: 6NSCU2L3X2KNIA7D · pith_short_8: 6NSCU2L3

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/6NSCU2L3X2KNIA7DI4RWUAT53O \
  | 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: f3642a697bbe94d403e347236a027ddbbaaa021b312d160d3b758b5e55fde811

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a538e72c701d9aab204bcdffb6da29dd8355a9dd777b140f6110a429ac0f4294",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-22T03:19:26Z",
    "title_canon_sha256": "d863f4c87a8c52d4a13e6d585b6bf6bcb607db21f42e19dcd3b12d209534339d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.09338",
    "kind": "arxiv",
    "version": 5
  }
}