Pith Number

pith:QAGM7VT3

pith:2021:QAGM7VT3R4NM7LQ2MKCPO675IA

not attested not anchored not stored refs pending

Dynamic Sparse Training for Deep Reinforcement Learning

Decebal Constantin Mocanu, Elena Mocanu, Ghada Sokar, Mykola Pechenizkiy, Peter Stone

arxiv:2106.04217 v3 · 2021-06-08 · 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{QAGM7VT3R4NM7LQ2MKCPO675IA}

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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

NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling

Receipt and verification

First computed	2026-07-05T04:20:42.549664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

800ccfd67b8f1acfae1a6284f77bfd402ac2df2bc476a43dbc813d7952791942

Aliases

arxiv: 2106.04217 · arxiv_version: 2106.04217v3 · doi: 10.48550/arxiv.2106.04217 · pith_short_12: QAGM7VT3R4NM · pith_short_16: QAGM7VT3R4NM7LQ2 · pith_short_8: QAGM7VT3

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/QAGM7VT3R4NM7LQ2MKCPO675IA \
  | 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: 800ccfd67b8f1acfae1a6284f77bfd402ac2df2bc476a43dbc813d7952791942

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ce971ad05296e63b4fcdc21e9a7d21a903c3c8fffbb9308d02e026811efaaf3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-08T09:57:20Z",
    "title_canon_sha256": "c7cd4167673a167d10d7748bb8447edc5d25aaad6a88e5f1cbf93193a2b23a9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04217",
    "kind": "arxiv",
    "version": 3
  }
}