Pith Number

pith:ES5WRPJU

pith:2024:ES5WRPJU2BRISHQSZOWIKIDOYJ

not attested not anchored not stored refs pending

Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

Aditya Mohan, Ana Nikolikj, Carolin Benjamins, Gjorgjina Cenikj, Marius Lindauer, Tome Eftimov

arxiv:2407.13513 v1 · 2024-07-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ES5WRPJU2BRISHQSZOWIKIDOYJ}

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	2026-07-05T08:45:40.051398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24bb68bd34d062891e12cbac85206ec25c3ad9004a0c44612bd6d751ebab8b49

Aliases

arxiv: 2407.13513 · arxiv_version: 2407.13513v1 · doi: 10.48550/arxiv.2407.13513 · pith_short_12: ES5WRPJU2BRI · pith_short_16: ES5WRPJU2BRISHQS · pith_short_8: ES5WRPJU

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/ES5WRPJU2BRISHQSZOWIKIDOYJ \
  | 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: 24bb68bd34d062891e12cbac85206ec25c3ad9004a0c44612bd6d751ebab8b49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78f1c49f9c9451469d3438f9c9053f47d6b4a563a12f3942746f67dc73cd50ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-18T13:44:43Z",
    "title_canon_sha256": "5cc68ba92ea8a74c98e3a2be4412335133b1d70a8dc6eba5713d281c5ff34016"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13513",
    "kind": "arxiv",
    "version": 1
  }
}