Pith Number

pith:P2Z5KBPG

pith:2025:P2Z5KBPGT63TBNYCRBMQQY7QSG

not attested not anchored not stored refs pending

OpenReward: Learning to Reward Long-form Agentic Tasks via Reinforcement Learning

Haitao Li, Minghang Zhu, Pengjie Ren, Suzan Verberne, Teng Sun, Zhaochun Ren, Zhengliang Shi, Ziyou Hu

arxiv:2510.24636 v3 · 2025-10-28 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P2Z5KBPGT63TBNYCRBMQQY7QSG}

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

AgenticRL: Self-Refining Agentic Reinforcement Learning for Vision-Conditioned UAV Navigation

Receipt and verification

First computed	2026-07-02T01:18:05.096445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eb3d505e69fb730b70288590863f091a4c8a5964b2fee7f3e503ed5ef0b671b

Aliases

arxiv: 2510.24636 · arxiv_version: 2510.24636v3 · doi: 10.48550/arxiv.2510.24636 · pith_short_12: P2Z5KBPGT63T · pith_short_16: P2Z5KBPGT63TBNYC · pith_short_8: P2Z5KBPG

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/P2Z5KBPGT63TBNYCRBMQQY7QSG \
  | 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: 7eb3d505e69fb730b70288590863f091a4c8a5964b2fee7f3e503ed5ef0b671b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4f14c2ad4e3758f4e22c21582817a7778695968cc684e0ad6d23f509f74ce98",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-28T17:02:46Z",
    "title_canon_sha256": "ca001475ac0a1184a685a414abfe5bdf6e9033620ec6c324e2537552a7c2c4d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.24636",
    "kind": "arxiv",
    "version": 3
  }
}