Pith Number

pith:D76L2KUJ

pith:2025:D76L2KUJTZ5TGEWS44G6CFY2Y5

not attested not anchored not stored refs pending

Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning

Dacheng Tao, Guozheng Ma, Li Shen, Lu Li, Pierre-Luc Bacon, Zilin Wang

arxiv:2506.17204 v1 · 2025-06-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D76L2KUJTZ5TGEWS44G6CFY2Y5}

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

Heterogeneous Connectivity in Sparse Networks: Fan-in Profiles, Gradient Hierarchy, and Topological Equilibria

Receipt and verification

First computed	2026-07-05T11:24:58.100468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ffcbd2a899e7b3312d2e70de1171ac7604f34f0b0135594098bf50e4d4616ad

Aliases

arxiv: 2506.17204 · arxiv_version: 2506.17204v1 · doi: 10.48550/arxiv.2506.17204 · pith_short_12: D76L2KUJTZ5T · pith_short_16: D76L2KUJTZ5TGEWS · pith_short_8: D76L2KUJ

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/D76L2KUJTZ5TGEWS44G6CFY2Y5 \
  | 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: 1ffcbd2a899e7b3312d2e70de1171ac7604f34f0b0135594098bf50e4d4616ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d94f3ed69ddedb2c1c592399014001406c86413e5fa6572865142797da05c557",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-20T17:54:24Z",
    "title_canon_sha256": "da7752b000cde95718ae3eb13a2528fac50ad2e19e6c9d8c1df4ec837bc33f58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17204",
    "kind": "arxiv",
    "version": 1
  }
}