Pith Number

pith:M7VMBN4U

pith:2020:M7VMBN4UMCEQU72NI2FKALGNC6

not attested not anchored not stored refs pending

Towards Interpretable-AI Policies Induction using Evolutionary Nonlinear Decision Trees for Discrete Action Systems

Dimitar Filev, Kalyanmoy Deb, Ling Zhu, Subramanya Nageshrao, Yashesh Dhebar

arxiv:2009.09521 v2 · 2020-09-20 · cs.LG · cs.NE · cs.SY · eess.SY · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M7VMBN4UMCEQU72NI2FKALGNC6}

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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

A Survey of Explainable Reinforcement Learning: Targets, Methods and Needs

Receipt and verification

First computed	2026-07-05T05:51:23.395867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67eac0b79460890a7f4d468aa02ccd17aaac0f10d63ac2e843c77b4ed009bb23

Aliases

arxiv: 2009.09521 · arxiv_version: 2009.09521v2 · doi: 10.48550/arxiv.2009.09521 · pith_short_12: M7VMBN4UMCEQ · pith_short_16: M7VMBN4UMCEQU72N · pith_short_8: M7VMBN4U

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/M7VMBN4UMCEQU72NI2FKALGNC6 \
  | 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: 67eac0b79460890a7f4d468aa02ccd17aaac0f10d63ac2e843c77b4ed009bb23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9153dab56175a4e7bc304b5327c8c1448399350a1051c7c97a608711481f238",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-20T20:41:57Z",
    "title_canon_sha256": "9ef1a17baa912a8fc68e0a0a5a0ed61a184ca0782d7f4e4bc2b97acebe0119cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.09521",
    "kind": "arxiv",
    "version": 2
  }
}