Pith Number

pith:LXZEAMFH

pith:2022:LXZEAMFHJC3PYRI77K5ZJ4L6MR

not attested not anchored not stored refs pending

The State of Sparse Training in Deep Reinforcement Learning

Erich Elsen, Laura Graesser, Pablo Samuel Castro, Utku Evci

arxiv:2206.10369 v1 · 2022-06-17 · 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{LXZEAMFHJC3PYRI77K5ZJ4L6MR}

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

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

Receipt and verification

First computed	2026-07-05T04:33:46.964224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5df24030a748b6fc451ffabb94f17e645dab546197f89df0c3827136cb1af0a4

Aliases

arxiv: 2206.10369 · arxiv_version: 2206.10369v1 · doi: 10.48550/arxiv.2206.10369 · pith_short_12: LXZEAMFHJC3P · pith_short_16: LXZEAMFHJC3PYRI7 · pith_short_8: LXZEAMFH

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/LXZEAMFHJC3PYRI77K5ZJ4L6MR \
  | 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: 5df24030a748b6fc451ffabb94f17e645dab546197f89df0c3827136cb1af0a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd04d339d906f5fefa5d314635fae39a207c8fa10799aa4c277d4971942ddb8a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-17T14:08:00Z",
    "title_canon_sha256": "bab529e38c7272f4db753d35566093192ab1dab57a2ae428ebade0b9d5cca7d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.10369",
    "kind": "arxiv",
    "version": 1
  }
}