Pith Number

pith:K2LIXZ47

pith:2025:K2LIXZ47PIQSRKDEVODZNN4V7E

not attested not anchored not stored refs pending

Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality

Alfredo Garcia, Chenliang Li, Mingyi Hong, Ruijia Zhang, Siliang Zeng

arxiv:2503.17865 v1 · 2025-03-22 · stat.ML · 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{K2LIXZ47PIQSRKDEVODZNN4V7E}

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	2026-07-05T10:37:56.818851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56968be79f7a2128a864ab8796b795f91a0f4578a7695e71c21b9059dce316d7

Aliases

arxiv: 2503.17865 · arxiv_version: 2503.17865v1 · doi: 10.48550/arxiv.2503.17865 · pith_short_12: K2LIXZ47PIQS · pith_short_16: K2LIXZ47PIQSRKDE · pith_short_8: K2LIXZ47

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/K2LIXZ47PIQSRKDEVODZNN4V7E \
  | 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: 56968be79f7a2128a864ab8796b795f91a0f4578a7695e71c21b9059dce316d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "282729d8c4493c74e8fd26864bcf77fa37d0ea176a7432d5ac6fcaadf2d941cc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-03-22T21:16:08Z",
    "title_canon_sha256": "0a5da02622270d2ecf27020f8286d87df81f5c1305ff6d78db7ff8c442253ad8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17865",
    "kind": "arxiv",
    "version": 1
  }
}