Pith Number

pith:UG4PZQQF

pith:2022:UG4PZQQFP4T5HKM7EL2JNLNJWT

not attested not anchored not stored refs pending

Learning Efficient Abstract Planning Models that Choose What to Predict

Leslie Pack Kaelbling, Nishanth Kumar, Rohan Chitnis, Tom\'as Lozano-P\'erez, Tom Silver, Willie McClinton

arxiv:2208.07737 v3 · 2022-08-16 · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UG4PZQQFP4T5HKM7EL2JNLNJWT}

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.

Cited by

1 paper in Pith

Few-Shot Neuro-Symbolic Imitation Learning for Long-Horizon Planning and Acting

Receipt and verification

First computed	2026-07-05T06:47:50.967158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1b8fcc2057f27d3a99f22f496ada9b4df5e37dcb9a1db97dbe1fefa6ab0bd84

Aliases

arxiv: 2208.07737 · arxiv_version: 2208.07737v3 · doi: 10.48550/arxiv.2208.07737 · pith_short_12: UG4PZQQFP4T5 · pith_short_16: UG4PZQQFP4T5HKM7 · pith_short_8: UG4PZQQF

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/UG4PZQQFP4T5HKM7EL2JNLNJWT \
  | 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: a1b8fcc2057f27d3a99f22f496ada9b4df5e37dcb9a1db97dbe1fefa6ab0bd84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "970dd01ff3825199e21cccfb9ea9c967cd2b078bea3b92b57e91b43451497a94",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-08-16T13:12:59Z",
    "title_canon_sha256": "bf261c422ed2bced5374b95389374946a3addfdf15d750362cee575bd0d2eacc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.07737",
    "kind": "arxiv",
    "version": 3
  }
}