Pith Number

pith:JAHY5YSZ

pith:2024:JAHY5YSZSPVSCBEETENHIDA6MS

not attested not anchored not stored refs pending

Explaining Reinforcement Learning: A Counterfactual Shapley Values Approach

Kevin McAreavey, Qi Zhang, Weiru Liu, Yiwei Shi

arxiv:2408.02529 v2 · 2024-08-05 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JAHY5YSZSPVSCBEETENHIDA6MS}

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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 Comprehensive Study of Shapley Value in Data Analytics

Receipt and verification

First computed	2026-07-05T08:52:38.398659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

480f8ee25993eb210484991a740c1e64a6f80b24064d112323114185e730c073

Aliases

arxiv: 2408.02529 · arxiv_version: 2408.02529v2 · doi: 10.48550/arxiv.2408.02529 · pith_short_12: JAHY5YSZSPVS · pith_short_16: JAHY5YSZSPVSCBEE · pith_short_8: JAHY5YSZ

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/JAHY5YSZSPVSCBEETENHIDA6MS \
  | 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: 480f8ee25993eb210484991a740c1e64a6f80b24064d112323114185e730c073

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f6a78b042a5608df2fec0600ce58e69e9d14fea58da0be30d322387714c3fa5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-05T14:49:12Z",
    "title_canon_sha256": "802ab6508a191a9ebea9fefcf52f45d5806094260a92deec3d3fb435af300a7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02529",
    "kind": "arxiv",
    "version": 2
  }
}