Pith Number

pith:MZGF4MDK

pith:2019:MZGF4MDKEJHRVY3SMO4IWNZ3B7

not attested not anchored not stored refs pending

Recent Advances in Imitation Learning from Observation

Faraz Torabi, Garrett Warnell, Peter Stone

arxiv:1905.13566 v2 · 2019-05-30 · cs.RO · cs.AI · 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{MZGF4MDKEJHRVY3SMO4IWNZ3B7}

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

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Receipt and verification

First computed	2026-05-17T23:42:58.108091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

664c5e306a224f1ae37263b88b373b0feb2aca934b87da1d63c51393c8009d84

Aliases

arxiv: 1905.13566 · arxiv_version: 1905.13566v2 · doi: 10.48550/arxiv.1905.13566 · pith_short_12: MZGF4MDKEJHR · pith_short_16: MZGF4MDKEJHRVY3S · pith_short_8: MZGF4MDK

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/MZGF4MDKEJHRVY3SMO4IWNZ3B7 \
  | 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: 664c5e306a224f1ae37263b88b373b0feb2aca934b87da1d63c51393c8009d84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52d7902ee2bc9ba9f7634683302e1894129f425473923b4b912e5255e105153d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2019-05-30T05:54:30Z",
    "title_canon_sha256": "0838e266e9572a206d41de771f6b57d46223e41b92a05da14b33ff7c3ff61dff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13566",
    "kind": "arxiv",
    "version": 2
  }
}