Pith Number

pith:JAYDVPB6

pith:2024:JAYDVPB6VVLZGH3NTUZS7VDFTA

not attested not anchored not stored refs pending

LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning

Fei Fang, Geoffrey J. Gordon, Stephanie Milani, Zhuorui Ye

arxiv:2407.15786 v2 · 2024-07-22 · cs.LG · 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{JAYDVPB6VVLZGH3NTUZS7VDFTA}

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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

Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation

Receipt and verification

First computed	2026-07-05T10:35:34.812875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48303abc3ead57931f6d9d332fd465981b1465bdfaa5e693dd55df47a121a917

Aliases

arxiv: 2407.15786 · arxiv_version: 2407.15786v2 · doi: 10.48550/arxiv.2407.15786 · pith_short_12: JAYDVPB6VVLZ · pith_short_16: JAYDVPB6VVLZGH3N · pith_short_8: JAYDVPB6

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/JAYDVPB6VVLZGH3NTUZS7VDFTA \
  | 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: 48303abc3ead57931f6d9d332fd465981b1465bdfaa5e693dd55df47a121a917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1335ee8fe2a4698e049427ba553769089d9144015f20837fb7a566d7215cea19",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T16:46:33Z",
    "title_canon_sha256": "151a4def7bbab891ec50c56d3e9a190d7628d9d20795c9c3b78610dcb6ac09d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15786",
    "kind": "arxiv",
    "version": 2
  }
}