Pith Number

pith:LWZ2AVQZ

pith:2019:LWZ2AVQZAFNRSPCRWB573CV2RE

not attested not anchored not stored refs pending

Generalized Maximum Causal Entropy for Inverse Reinforcement Learning

Kennard Chan, Patrick Jaillet, Tien Mai

arxiv:1911.06928 v2 · 2019-11-16 · 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{LWZ2AVQZAFNRSPCRWB573CV2RE}

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	2026-07-05T01:27:43.728750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5db3a05619015b193c51b07bfd8aba8900494032f4ba526eae32beb951d98444

Aliases

arxiv: 1911.06928 · arxiv_version: 1911.06928v2 · doi: 10.48550/arxiv.1911.06928 · pith_short_12: LWZ2AVQZAFNR · pith_short_16: LWZ2AVQZAFNRSPCR · pith_short_8: LWZ2AVQZ

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/LWZ2AVQZAFNRSPCRWB573CV2RE \
  | 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: 5db3a05619015b193c51b07bfd8aba8900494032f4ba526eae32beb951d98444

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43ab4d9ccd0cf54f2f02b3cc22f212c559afbddff57250e1e27f6c3796ebddb4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-16T01:07:23Z",
    "title_canon_sha256": "69d315070523d6c884bb01f8fef882a96fb5b6b32507f0a57ecc42a2892de339"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.06928",
    "kind": "arxiv",
    "version": 2
  }
}