Pith Number

pith:EINUKMJF

pith:2024:EINUKMJFIQLJDN7IYQDXLZUVSO

not attested not anchored not stored refs pending

Learning to Control Camera Exposure via Reinforcement Learning

Byeong-Uk Lee, Kyunghyun Lee, Ukcheol Shin

arxiv:2404.01636 v1 · 2024-04-02 · cs.CV · cs.AI · cs.LG · cs.RO · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EINUKMJFIQLJDN7IYQDXLZUVSO}

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	2026-07-05T08:03:17.169170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

221b453125441691b7e8c40775e69593b18b9f873b4bc9c6bbafe8ea4e2dadce

Aliases

arxiv: 2404.01636 · arxiv_version: 2404.01636v1 · doi: 10.48550/arxiv.2404.01636 · pith_short_12: EINUKMJFIQLJ · pith_short_16: EINUKMJFIQLJDN7I · pith_short_8: EINUKMJF

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/EINUKMJFIQLJDN7IYQDXLZUVSO \
  | 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: 221b453125441691b7e8c40775e69593b18b9f873b4bc9c6bbafe8ea4e2dadce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04defea5c4a9a293f33af5bdd6e661ac40ab5d50b88cbe062b280e85a3cbd634",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-02T04:53:39Z",
    "title_canon_sha256": "07df69b968212e7b7809729772760484c707881be913ae78592bcf4b80221398"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01636",
    "kind": "arxiv",
    "version": 1
  }
}