Pith Number

pith:VOJMHET2

pith:2023:VOJMHET2ZK3366UIPFTNGEG4DV

not attested not anchored not stored refs pending

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization

Furong Huang, Guowei Xu, Hal Daum\'e III, Huazhe Xu, Jiaxin Yuan, Pu Hua, Ruijie Zheng, Shuzhen Li, Tianying Ji, Xiaoyu Liu, Xiyao Wang, Yanjie Ze, Yongyuan Liang, Yu Luo, Zhecheng Yuan

arxiv:2310.19668 v2 · 2023-10-30 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOJMHET2ZK3366UIPFTNGEG4DV}

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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

2 papers in Pith

Agent-Centric Observation Adaptation for Robust Visual Control under Dynamic Perturbations

Receipt and verification

First computed	2026-07-05T07:44:57.676983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab92c3927acab7bf7a887966d310dc1d4bcad670c6332b5f27689f9207ff5793

Aliases

arxiv: 2310.19668 · arxiv_version: 2310.19668v2 · doi: 10.48550/arxiv.2310.19668 · pith_short_12: VOJMHET2ZK33 · pith_short_16: VOJMHET2ZK3366UI · pith_short_8: VOJMHET2

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/VOJMHET2ZK3366UIPFTNGEG4DV \
  | 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: ab92c3927acab7bf7a887966d310dc1d4bcad670c6332b5f27689f9207ff5793

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0eda2ee629760bfdc9a1eee326190919592cd10a34ad1bf85fb99b4dc2d288a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-30T15:50:56Z",
    "title_canon_sha256": "238a90f50c075d34827cf138a4eae84cdaa9b258459af7ae7e99837b99d3397d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19668",
    "kind": "arxiv",
    "version": 2
  }
}