Pith Number

pith:YYMSSVLX

pith:2024:YYMSSVLXWL7AUJ6B22W4L3MIJB

not attested not anchored not stored refs pending

Inverse Reinforcement Learning by Estimating Expertise of Demonstrators

Mark Beliaev, Ramtin Pedarsani

arxiv:2402.01886 v2 · 2024-02-02 · 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{YYMSSVLXWL7AUJ6B22W4L3MIJB}

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

Improving Zero-Shot Offline RL via Behavioral Task Sampling

Receipt and verification

First computed	2026-07-05T09:48:53.852771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c619295577b2fe0a27c1d6adc5ed88487a9cbe2ef442602b78e58b4f1158709d

Aliases

arxiv: 2402.01886 · arxiv_version: 2402.01886v2 · doi: 10.48550/arxiv.2402.01886 · pith_short_12: YYMSSVLXWL7A · pith_short_16: YYMSSVLXWL7AUJ6B · pith_short_8: YYMSSVLX

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/YYMSSVLXWL7AUJ6B22W4L3MIJB \
  | 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: c619295577b2fe0a27c1d6adc5ed88487a9cbe2ef442602b78e58b4f1158709d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5933640695d918aa61b5f25cdd304102a292f66cadcd86bf1a0414151fe7b743",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-02T20:21:09Z",
    "title_canon_sha256": "65791ec8512f6fbce543b929fffd0f2d989081bdd27b4ea27e5d42e773e97547"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01886",
    "kind": "arxiv",
    "version": 2
  }
}