Pith Number

pith:SEYL6KS4

pith:2020:SEYL6KS4OJ5SBKVQYRGZM47LKE

not attested not anchored not stored refs pending

Dual Control for Exploitation and Exploration (DCEE) in Autonomous Search

Callum Rhodes, Cunjia Liu, Wen-Hua Chen

arxiv:2012.06276 v2 · 2020-12-11 · 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{SEYL6KS4OJ5SBKVQYRGZM47LKE}

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	2026-07-05T02:50:08.280762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9130bf2a5c727b20aab0c44d9673eb512a651bdbf4665cd52aec7b1091871968

Aliases

arxiv: 2012.06276 · arxiv_version: 2012.06276v2 · doi: 10.48550/arxiv.2012.06276 · pith_short_12: SEYL6KS4OJ5S · pith_short_16: SEYL6KS4OJ5SBKVQ · pith_short_8: SEYL6KS4

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/SEYL6KS4OJ5SBKVQYRGZM47LKE \
  | 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: 9130bf2a5c727b20aab0c44d9673eb512a651bdbf4665cd52aec7b1091871968

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31a047d1020545820bf6aca8200bbde33887a3ee7549381826abbe784b9f6626",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2020-12-11T12:14:00Z",
    "title_canon_sha256": "01008cd2046c0ecba5d45f7ab82d05803608e283fe2b09d1f332ebb03c09752b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.06276",
    "kind": "arxiv",
    "version": 2
  }
}