Pith Number

pith:RBZKAJKT

pith:2019:RBZKAJKTEBCHRAXMMA5T3M5VLF

not attested not anchored not stored refs pending

Sample-efficient Adversarial Imitation Learning from Observation

Faraz Torabi, Garrett Warnell, Peter Stone, Sean Geiger

arxiv:1906.07374 v1 · 2019-06-18 · 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{RBZKAJKTEBCHRAXMMA5T3M5VLF}

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.

Receipt and verification

First computed	2026-05-17T23:43:08.050192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8872a0255320447882ec603b3db3b55963f82fe214efe310708ac267dbeda2d6

Aliases

arxiv: 1906.07374 · arxiv_version: 1906.07374v1 · doi: 10.48550/arxiv.1906.07374 · pith_short_12: RBZKAJKTEBCH · pith_short_16: RBZKAJKTEBCHRAXM · pith_short_8: RBZKAJKT

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/RBZKAJKTEBCHRAXMMA5T3M5VLF \
  | 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: 8872a0255320447882ec603b3db3b55963f82fe214efe310708ac267dbeda2d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45e037db1af37fdea340930a8b86ea2dbbcdfb9f1e4cb3bf9c84c32c6bafe8b7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-18T04:39:45Z",
    "title_canon_sha256": "a7ebaac476ace54c6265502a8302b00d7394517aaddddcc67da6110cb0bd1ead"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.07374",
    "kind": "arxiv",
    "version": 1
  }
}