Pith Number

pith:JEKF75WN

pith:2023:JEKF75WNEGVMTMIGSIX4HEUV5M

not attested not anchored not stored refs pending

Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution

Bin Li, Feng Wu, Jie Wang, Mingxuan Ye, Qi Zhou, Rui Yang, Shuiwang Ji, Yongdong Zhang, Zhihao Shi, Zijie Geng

arxiv:2302.09601 v1 · 2023-02-19 · 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{JEKF75WNEGVMTMIGSIX4HEUV5M}

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	2026-07-05T05:43:27.836399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49145ff6cd21aac9b106922fc39295eb282adf8395ad4cd0994d22cc16279218

Aliases

arxiv: 2302.09601 · arxiv_version: 2302.09601v1 · doi: 10.48550/arxiv.2302.09601 · pith_short_12: JEKF75WNEGVM · pith_short_16: JEKF75WNEGVMTMIG · pith_short_8: JEKF75WN

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/JEKF75WNEGVMTMIGSIX4HEUV5M \
  | 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: 49145ff6cd21aac9b106922fc39295eb282adf8395ad4cd0994d22cc16279218

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a24e1915a77e20d3b06242b6d3028d0f15f91d84a19da77d7f536fa8ba5aafeb",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-19T15:47:24Z",
    "title_canon_sha256": "142bdda87f705cb9473c78d58397c8b131a69232ffdbc47d27994092d5f86c0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.09601",
    "kind": "arxiv",
    "version": 1
  }
}