Pith Number

pith:ZP3SUSNY

pith:2024:ZP3SUSNYWLBLN5RQFWV4X7HZ4Q

not attested not anchored not stored refs pending

HARP: Human-Assisted Regrouping with Permutation Invariant Critic for Multi-Agent Reinforcement Learning

Chenxi Yue, Enze Shi, Huawen Hu, Shuocun Yang, Shu Zhang, Tianming Liu, Tianyang Zhong, Tuo Zhang, Yiwei Li, Zihao Wu

arxiv:2409.11741 v1 · 2024-09-18 · cs.LG · cs.AI · cs.HC · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZP3SUSNYWLBLN5RQFWV4X7HZ4Q}

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.

Receipt and verification

First computed	2026-07-05T09:08:36.911137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbf72a49b8b2c2b6f6302dabcbfcf9e438f0b36832e0d8456d9ac5a65321d23b

Aliases

arxiv: 2409.11741 · arxiv_version: 2409.11741v1 · doi: 10.48550/arxiv.2409.11741 · pith_short_12: ZP3SUSNYWLBL · pith_short_16: ZP3SUSNYWLBLN5RQ · pith_short_8: ZP3SUSNY

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/ZP3SUSNYWLBLN5RQFWV4X7HZ4Q \
  | 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: cbf72a49b8b2c2b6f6302dabcbfcf9e438f0b36832e0d8456d9ac5a65321d23b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2db59e051b2febbba57f51460a3040c30d217029c901639c79dfc253680dd96f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-18T06:54:36Z",
    "title_canon_sha256": "590f89ebeb63f181ed4da4530ca4a85642e377c09c2f659044f6d29f7d342693"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11741",
    "kind": "arxiv",
    "version": 1
  }
}