Pith Number

pith:DUD6NJPA

pith:2024:DUD6NJPAC4BOQDQNPMEVS4HW3J

not attested not anchored not stored refs pending

Hybrid Inverse Reinforcement Learning

Gokul Swamy, J. Andrew Bagnell, Juntao Ren, Sanjiban Choudhury, Zhiwei Steven Wu

arxiv:2402.08848 v2 · 2024-02-13 · 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{DUD6NJPAC4BOQDQNPMEVS4HW3J}

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

Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration

Receipt and verification

First computed	2026-07-05T08:27:24.679584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d07e6a5e01702e80e0d7b095970f6da7f57eb5b78373b5a0c3b2efe3c40617e

Aliases

arxiv: 2402.08848 · arxiv_version: 2402.08848v2 · doi: 10.48550/arxiv.2402.08848 · pith_short_12: DUD6NJPAC4BO · pith_short_16: DUD6NJPAC4BOQDQN · pith_short_8: DUD6NJPA

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/DUD6NJPAC4BOQDQNPMEVS4HW3J \
  | 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: 1d07e6a5e01702e80e0d7b095970f6da7f57eb5b78373b5a0c3b2efe3c40617e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dba7f182f5c21223d0f1c9c5234f2ab02232ef2e84a1990fd3c9f05b46d73299",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-13T23:29:09Z",
    "title_canon_sha256": "72ee7ae4d094aea124d0d5b29330751eead2f61995f545a2871b8a52888541b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08848",
    "kind": "arxiv",
    "version": 2
  }
}