Pith Number

pith:6UBRWGS4

pith:2012:6UBRWGS4PZEPB7KG7TPW3ZMGBG

not attested not anchored not stored refs pending

Learning Parameterized Skills

Andrew Barto (UMass Amherst), Bruno Da Silva (UMass Amherst), George Konidaris (MIT)

arxiv:1206.6398 v2 · 2012-06-27 · 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{6UBRWGS4PZEPB7KG7TPW3ZMGBG}

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

Emergent Neural Automaton Policies: Learning Symbolic Structure from Visuomotor Trajectories

Receipt and verification

First computed	2026-05-18T02:21:08.701790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5031b1a5c7e48f0fd46fcdf6de58609a2d835e7e18884a0f636a8832062745f

Aliases

arxiv: 1206.6398 · arxiv_version: 1206.6398v2 · doi: 10.48550/arxiv.1206.6398 · pith_short_12: 6UBRWGS4PZEP · pith_short_16: 6UBRWGS4PZEPB7KG · pith_short_8: 6UBRWGS4

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/6UBRWGS4PZEPB7KG7TPW3ZMGBG \
  | 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: f5031b1a5c7e48f0fd46fcdf6de58609a2d835e7e18884a0f636a8832062745f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "accddcc465b1fa873cf192023e75d903a84db243b62c3daef08e3dc919e47e6d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-27T19:59:59Z",
    "title_canon_sha256": "64f104090ab23dd694f395fbe0b8b61ef3ec39d2b7318144aa8e863ce406d192"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.6398",
    "kind": "arxiv",
    "version": 2
  }
}