Pith Number

pith:TPV3T6ST

pith:2026:TPV3T6STYXAPGBSNNTSOJYK5II

not attested not anchored not stored refs pending

Adaptive Exploration for Latent-State Bandits

Baoyi Shi, Congshan Zhang, Jikai Jin, Kenneth Hung, Sanath Kumar Krishnamurthy

arxiv:2602.05139 v3 · 2026-02-04 · 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{TPV3T6STYXAPGBSNNTSOJYK5II}

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	2026-06-02T02:04:13.987953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bebb9fa53c5c0f3064d6ce4e4e15d421bc8f6253dcd241a9dfe4f15360cd0e4

Aliases

arxiv: 2602.05139 · arxiv_version: 2602.05139v3 · doi: 10.48550/arxiv.2602.05139 · pith_short_12: TPV3T6STYXAP · pith_short_16: TPV3T6STYXAPGBSN · pith_short_8: TPV3T6ST

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/TPV3T6STYXAPGBSNNTSOJYK5II \
  | 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: 9bebb9fa53c5c0f3064d6ce4e4e15d421bc8f6253dcd241a9dfe4f15360cd0e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b94704e2482b9827f8cec25ec963d7ef86705d1fc51e8b1705c0d736d4d4fda",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-04T23:49:39Z",
    "title_canon_sha256": "a180c79f32b277d763919d1273cd2a7c274884e809b5bbe7452f27ec343b7796"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.05139",
    "kind": "arxiv",
    "version": 3
  }
}