Pith Number

pith:LXHGWZOD

pith:2024:LXHGWZODQPQ7PX3YW3TLQZHLL6

not attested not anchored not stored refs pending

Off-Policy Reinforcement Learning with High Dimensional Reward

Dong Neuck Lee, Michael R. Kosorok

arxiv:2408.07660 v1 · 2024-08-14 · 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{LXHGWZODQPQ7PX3YW3TLQZHLL6}

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

AirLLM: Diffusion Policy-based Adaptive LoRA for Remote Fine-Tuning of LLM over the Air

Receipt and verification

First computed	2026-07-05T08:55:28.450826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dce6b65c383e1f7df78b6e6b864eb5fb07c323a07fa7e6962746d05c8460f09

Aliases

arxiv: 2408.07660 · arxiv_version: 2408.07660v1 · doi: 10.48550/arxiv.2408.07660 · pith_short_12: LXHGWZODQPQ7 · pith_short_16: LXHGWZODQPQ7PX3Y · pith_short_8: LXHGWZOD

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/LXHGWZODQPQ7PX3YW3TLQZHLL6 \
  | 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: 5dce6b65c383e1f7df78b6e6b864eb5fb07c323a07fa7e6962746d05c8460f09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59cacb94ea61f1a8de43ffcabbd99490e585e98260e3481fce43060089c2385d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-08-14T16:44:56Z",
    "title_canon_sha256": "bb938693d0a3d6bdd51ee8631dd52c46b6456f4039bed55fee35099b788a8316"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07660",
    "kind": "arxiv",
    "version": 1
  }
}