Pith Number

pith:NJR5PLSN

pith:2018:NJR5PLSN6HQSTG2YC6LT2QIMJU

not attested not anchored not stored refs pending

Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences

Jasper van der Waa, Jurriaan van Diggelen, Karel van den Bosch, Mark Neerincx

arxiv:1807.08706 v1 · 2018-07-23 · 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{NJR5PLSN6HQSTG2YC6LT2QIMJU}

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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

2 papers in Pith

Generating Counterfactual and Contrastive Explanations using SHAP

An adaptive variance estimator for relative sparsity

Receipt and verification

First computed	2026-05-18T00:10:04.956936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a63d7ae4df1e1299b5817973d410c4d320cb094a44c0777cfabd0b126460ee2

Aliases

arxiv: 1807.08706 · arxiv_version: 1807.08706v1 · doi: 10.48550/arxiv.1807.08706 · pith_short_12: NJR5PLSN6HQS · pith_short_16: NJR5PLSN6HQSTG2Y · pith_short_8: NJR5PLSN

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/NJR5PLSN6HQSTG2YC6LT2QIMJU \
  | 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: 6a63d7ae4df1e1299b5817973d410c4d320cb094a44c0777cfabd0b126460ee2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35703c72d4c35bb9abf713a2f1ed3eb1f065b4b536a12da2f528e1823b251819",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-23T16:32:38Z",
    "title_canon_sha256": "ad5b464de476847284e8e554d3718062bf7f8562469285550995daed3f696bde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.08706",
    "kind": "arxiv",
    "version": 1
  }
}