Pith Number

pith:KM3JL6PW

pith:2025:KM3JL6PWGUWSP6GUPSH3IED6II

not attested not anchored not stored refs pending

Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning

Daoyu Wang, Enhong Chen, Jie Ouyang, Mingyue Cheng, Qi Liu, Qingchuan Li, Shuo Yu, Xiaoyu Tao, Yitong Zhou, Yucong Luo

arxiv:2511.14460 v2 · 2025-11-18 · 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{KM3JL6PWGUWSP6GUPSH3IED6II}

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

9 papers in Pith

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents

Toward a Safe Internet of Agents

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents

SABER: A Stealthy Agentic Black-Box Attack Framework for Vision-Language-Action Models

StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning

Receipt and verification

First computed	2026-06-02T01:03:38.581972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

533695f9f6352d27f8d47c8fb4107e423fee785b099c2dd33daf6d686674f3dc

Aliases

arxiv: 2511.14460 · arxiv_version: 2511.14460v2 · doi: 10.48550/arxiv.2511.14460 · pith_short_12: KM3JL6PWGUWS · pith_short_16: KM3JL6PWGUWSP6GU · pith_short_8: KM3JL6PW

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/KM3JL6PWGUWSP6GUPSH3IED6II \
  | 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: 533695f9f6352d27f8d47c8fb4107e423fee785b099c2dd33daf6d686674f3dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a1618150df633bf4c32b47a19af34a91f99b197e8cfd8b242c2339e8c92a30d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-11-18T13:03:15Z",
    "title_canon_sha256": "b984c763acf39acfc26de185b41542d7f4cf259bf15f05e466004ffc18d4fa9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.14460",
    "kind": "arxiv",
    "version": 2
  }
}