Pith Number

pith:F2OPCVEM

pith:2023:F2OPCVEMZNAGV2E3VSKWANZJKC

not attested not anchored not stored refs pending

Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation

Dingkang Yang, Siao Liu, Wei Li, Wenqiang Zhang, Xie Yi, Yang Liu, Yuzheng Wang, Zhaoyu Chen, Zhile Zhao, Zhongxue Gan, Ziqing Zhou

arxiv:2308.01194 v1 · 2023-08-02 · 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{F2OPCVEMZNAGV2E3VSKWANZJKC}

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.

Receipt and verification

First computed	2026-07-05T06:37:06.673593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e9cf1548ccb406ae89bac95603729509265aa76a133f34bd9e76bd46dd0519a

Aliases

arxiv: 2308.01194 · arxiv_version: 2308.01194v1 · doi: 10.48550/arxiv.2308.01194 · pith_short_12: F2OPCVEMZNAG · pith_short_16: F2OPCVEMZNAGV2E3 · pith_short_8: F2OPCVEM

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/F2OPCVEMZNAGV2E3VSKWANZJKC \
  | 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: 2e9cf1548ccb406ae89bac95603729509265aa76a133f34bd9e76bd46dd0519a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65fd15a5ebbf78e4cf39f4715f01541d772f73b6beed4417d9ac2fe386fa1eb1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-02T15:03:41Z",
    "title_canon_sha256": "adc2963a9dab2e15fe9a08886e59698561a3732b35c1e81436905ebf3cc11470"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.01194",
    "kind": "arxiv",
    "version": 1
  }
}