Pith Number

pith:ATLCQLLD

pith:2023:ATLCQLLDABV6ZBQ5WNXI3KTZ7X

not attested not anchored not stored refs pending

Explaining Reinforcement Learning with Shapley Values

Daniel Beechey, \"Ozg\"ur \c{S}im\c{s}ek, Thomas M. S. Smith

arxiv:2306.05810 v1 · 2023-06-09 · 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{ATLCQLLDABV6ZBQ5WNXI3KTZ7X}

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.

Receipt and verification

First computed	2026-07-05T06:19:10.562735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04d6282d63006bec861db36e8daa79fde11a6356bebdaeca29ada0987471ecfa

Aliases

arxiv: 2306.05810 · arxiv_version: 2306.05810v1 · doi: 10.48550/arxiv.2306.05810 · pith_short_12: ATLCQLLDABV6 · pith_short_16: ATLCQLLDABV6ZBQ5 · pith_short_8: ATLCQLLD

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/ATLCQLLDABV6ZBQ5WNXI3KTZ7X \
  | 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: 04d6282d63006bec861db36e8daa79fde11a6356bebdaeca29ada0987471ecfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "036f2c5fde4acb82c0efd5ab5f914b6146d1dd1503b332096d188fc98c528875",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-09T10:52:39Z",
    "title_canon_sha256": "51b01301313a2952c1c95b33a8366acd55c33a80c78560e6ce7b04f9aa5d7423"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05810",
    "kind": "arxiv",
    "version": 1
  }
}