Pith Number

pith:B7DUAFU6

pith:2016:B7DUAFU6ZF74SS4SYPJAGG2DIT

not attested not anchored not stored refs pending

Model-Free Imitation Learning with Policy Optimization

Jayesh K. Gupta, Jonathan Ho, Stefano Ermon

arxiv:1605.08478 v1 · 2016-05-26 · 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{B7DUAFU6ZF74SS4SYPJAGG2DIT}

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	2026-05-18T01:12:22.380792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fc740169ec97fc94b92c3d2031b4344d89abf719cd8283482be268cc5216b97

Aliases

arxiv: 1605.08478 · arxiv_version: 1605.08478v1 · doi: 10.48550/arxiv.1605.08478 · pith_short_12: B7DUAFU6ZF74 · pith_short_16: B7DUAFU6ZF74SS4S · pith_short_8: B7DUAFU6

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/B7DUAFU6ZF74SS4SYPJAGG2DIT \
  | 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: 0fc740169ec97fc94b92c3d2031b4344d89abf719cd8283482be268cc5216b97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f377be0c7ed6d1fee48ba0c648011195cf82ab840ab73f3cbcac54dbec32cc6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-26T23:43:32Z",
    "title_canon_sha256": "93944bd1a92ad28f87b2458e2f688cf89d797e13ce88a713fff5569dcd682c40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.08478",
    "kind": "arxiv",
    "version": 1
  }
}