Pith Number

pith:XOV6NDBD

pith:2017:XOV6NDBDMH4WQKEJV5EOISHETA

not attested not anchored not stored refs pending

Multi-armed Bandits with Constrained Arms and Hidden States

Kesav Kaza, Rahul Meshram, S. N. Merchant, Varun Mehta

arxiv:1710.07115 v1 · 2017-10-19 · cs.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{XOV6NDBDMH4WQKEJV5EOISHETA}

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	2026-05-18T00:32:26.951988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbabe68c2361f9682889af48e448e4982174b7e5b39f63a98eb9b0b302b9f647

Aliases

arxiv: 1710.07115 · arxiv_version: 1710.07115v1 · doi: 10.48550/arxiv.1710.07115 · pith_short_12: XOV6NDBDMH4W · pith_short_16: XOV6NDBDMH4WQKEJ · pith_short_8: XOV6NDBD

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/XOV6NDBDMH4WQKEJV5EOISHETA \
  | 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: bbabe68c2361f9682889af48e448e4982174b7e5b39f63a98eb9b0b302b9f647

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "379ac5095e16623314ca8cd2ea0b58b54e755b50cccbc2a04c9ce3d7ec8068e3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2017-10-19T12:27:06Z",
    "title_canon_sha256": "f3d9d9a96f29d5eb99dea0089c48083b55a84a05e83f6c33ff832bfc8516b903"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.07115",
    "kind": "arxiv",
    "version": 1
  }
}