Pith Number

pith:LMJHWCWU

pith:2022:LMJHWCWUOWCCSLCRRBXUTLIZDW

not attested not anchored not stored refs pending

Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees

Alfredo Garcia, Chenliang Li, Mingyi Hong, Siliang Zeng

arxiv:2210.01808 v3 · 2022-10-04 · 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{LMJHWCWUOWCCSLCRRBXUTLIZDW}

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	2026-07-05T05:12:16.395112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b127b0ad47584292c51886f49ad191da6614d63ce3e32ad79c45ba7332f47fb

Aliases

arxiv: 2210.01808 · arxiv_version: 2210.01808v3 · doi: 10.48550/arxiv.2210.01808 · pith_short_12: LMJHWCWUOWCC · pith_short_16: LMJHWCWUOWCCSLCR · pith_short_8: LMJHWCWU

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/LMJHWCWUOWCCSLCRRBXUTLIZDW \
  | 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: 5b127b0ad47584292c51886f49ad191da6614d63ce3e32ad79c45ba7332f47fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75aa727686981f98b32a96e372a8905cde14b60a439b6f9b42c5467852457f5a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-04T17:13:45Z",
    "title_canon_sha256": "a94fac43f2c49c2931f9222f1d56e15d2f799177800f5a0f03d34b2f19b07211"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01808",
    "kind": "arxiv",
    "version": 3
  }
}