Pith Number

pith:E66MOGKN

pith:2023:E66MOGKNKC3ELBDVBNLB5FHHLZ

not attested not anchored not stored refs pending

Towards Theoretical Understanding of Inverse Reinforcement Learning

Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli

arxiv:2304.12966 v1 · 2023-04-25 · 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{E66MOGKNKC3ELBDVBNLB5FHHLZ}

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

PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement

Receipt and verification

First computed	2026-07-05T06:04:22.852899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27bcc7194d50b64584750b561e94e75e4c9a84af677658a4799a343e545b817d

Aliases

arxiv: 2304.12966 · arxiv_version: 2304.12966v1 · doi: 10.48550/arxiv.2304.12966 · pith_short_12: E66MOGKNKC3E · pith_short_16: E66MOGKNKC3ELBDV · pith_short_8: E66MOGKN

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/E66MOGKNKC3ELBDVBNLB5FHHLZ \
  | 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: 27bcc7194d50b64584750b561e94e75e4c9a84af677658a4799a343e545b817d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24f454bf5025829ada9853b7fd62d3d6f2f3c465f413cd95555589c3af7e7a5b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-25T16:21:10Z",
    "title_canon_sha256": "bba54f9bec1056a49bb9da3f99d26918cdbbde5d4dfa07ec078912bc1315929c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.12966",
    "kind": "arxiv",
    "version": 1
  }
}