Pith Number

pith:2RB2CTRQ

pith:2024:2RB2CTRQECEHIY5FUEFMDLW6AA

not attested not anchored not stored refs pending

The Impact of Quantization and Pruning on Deep Reinforcement Learning Models

Heng Lu, Mehdi Alemi, Reza Rawassizadeh

arxiv:2407.04803 v1 · 2024-07-05 · 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{2RB2CTRQECEHIY5FUEFMDLW6AA}

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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

BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment

Receipt and verification

First computed	2026-07-05T08:40:42.266800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d443a14e3020887463a5a10ac1aede0009173efd9e07506380745d65b0947472

Aliases

arxiv: 2407.04803 · arxiv_version: 2407.04803v1 · doi: 10.48550/arxiv.2407.04803 · pith_short_12: 2RB2CTRQECEH · pith_short_16: 2RB2CTRQECEHIY5F · pith_short_8: 2RB2CTRQ

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/2RB2CTRQECEHIY5FUEFMDLW6AA \
  | 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: d443a14e3020887463a5a10ac1aede0009173efd9e07506380745d65b0947472

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff9d9cee6626069927b3a6c3d66e76cbb768c6c3b0b5890efbc00a51ba481687",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-05T18:21:17Z",
    "title_canon_sha256": "d0d1972fe5e9d06ee1d366c09c9f78077abb6d0e2d8ff8904d2c23da525cb595"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04803",
    "kind": "arxiv",
    "version": 1
  }
}