Pith Number

pith:DSC3IN2G

pith:2025:DSC3IN2GCU2HWBHUR3NHWQTN7Z

not attested not anchored not stored refs pending

Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception

Chongtao Guo, Guowei Liu, Hao Ye, Le Liang, Shi Jin, Yandi Liu

arxiv:2502.10456 v1 · 2025-02-12 · cs.LG · cs.RO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSC3IN2GCU2HWBHUR3NHWQTN7Z}

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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

SComCP: Task-Oriented Semantic Communication for Collaborative Perception

Receipt and verification

First computed	2026-07-05T10:14:52.927232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c85b4374615347b04f48eda7b426dfe6f78c07529a625ea502e69ad5c3653b9

Aliases

arxiv: 2502.10456 · arxiv_version: 2502.10456v1 · doi: 10.48550/arxiv.2502.10456 · pith_short_12: DSC3IN2GCU2H · pith_short_16: DSC3IN2GCU2HWBHU · pith_short_8: DSC3IN2G

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/DSC3IN2GCU2HWBHUR3NHWQTN7Z \
  | 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: 1c85b4374615347b04f48eda7b426dfe6f78c07529a625ea502e69ad5c3653b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a327eb71c2dfb807b2a0db3080690a0769d5e928238d0e7ade2e9dd90834f7f6",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-12T04:45:00Z",
    "title_canon_sha256": "caeb9186657aac324f74065ddf9a3efd5dd2491e9dfbfdb9361124d337e2526b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10456",
    "kind": "arxiv",
    "version": 1
  }
}