Pith Number

pith:OSG36373

pith:2020:OSG363736O3SSULZCUQDBHNKVX

not attested not anchored not stored refs pending

CDT: Cascading Decision Trees for Explainable Reinforcement Learning

Changjian Li, Gavin Weiguang Ding, Pablo Hernandez-Leal, Ruitong Huang, Zihan Ding

arxiv:2011.07553 v2 · 2020-11-15 · 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{OSG363736O3SSULZCUQDBHNKVX}

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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

SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks

Receipt and verification

First computed	2026-07-05T02:27:30.861497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

748dbf6ffbf3b72951791520309daaadd0bdcaba2c347187fa5393ef6581e240

Aliases

arxiv: 2011.07553 · arxiv_version: 2011.07553v2 · doi: 10.48550/arxiv.2011.07553 · pith_short_12: OSG363736O3S · pith_short_16: OSG363736O3SSULZ · pith_short_8: OSG36373

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/OSG363736O3SSULZCUQDBHNKVX \
  | 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: 748dbf6ffbf3b72951791520309daaadd0bdcaba2c347187fa5393ef6581e240

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e950e75842dec7185072094fb370beca1f166daefb85c1912a5ea1ac73e92890",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-15T15:25:56Z",
    "title_canon_sha256": "f2d99bccce49b0dd7338467741ae7239685d175e15f17989e5116ab22e2ed5f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07553",
    "kind": "arxiv",
    "version": 2
  }
}