Pith Number

pith:BHZGYWUT

pith:2020:BHZGYWUTVGSYS6KB2AXLBIVGNJ

not attested not anchored not stored refs pending

Asymptotically Optimal Information-Directed Sampling

Claire Vernade, Csaba Szepesv\'ari, Johannes Kirschner, Tor Lattimore

arxiv:2011.05944 v4 · 2020-11-11 · stat.ML · 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{BHZGYWUTVGSYS6KB2AXLBIVGNJ}

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.

Cited by

1 paper in Pith

An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints

Receipt and verification

First computed	2026-07-05T02:54:29.549986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09f26c5a93a9a5897941d02eb0a2a66a69c5d194337040c6c4a51c05aa6fb2b1

Aliases

arxiv: 2011.05944 · arxiv_version: 2011.05944v4 · doi: 10.48550/arxiv.2011.05944 · pith_short_12: BHZGYWUTVGSY · pith_short_16: BHZGYWUTVGSYS6KB · pith_short_8: BHZGYWUT

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/BHZGYWUTVGSYS6KB2AXLBIVGNJ \
  | 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: 09f26c5a93a9a5897941d02eb0a2a66a69c5d194337040c6c4a51c05aa6fb2b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7926078d574746533a0f737ccd7ef4f81e38aacdf4172a7e209bfe3a25bdc5da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-11-11T18:01:59Z",
    "title_canon_sha256": "58c61ce3802051e89eeecd8aea4e0f658d5bde3fa758ab48209542dab7647d82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.05944",
    "kind": "arxiv",
    "version": 4
  }
}