Pith. sign in
Pith Number

pith:7NRKV6WG

pith:2021:7NRKV6WG3NZ64XZRPPLXG2R5HJ
not attested not anchored not stored refs pending

Multi-armed Bandit Algorithms on System-on-Chip: Go Frequentist or Bayesian?

Sumit J. Darak, S. V. Sai Santosh

arxiv:2106.02855 v1 · 2021-06-05 · eess.SY · cs.AR · cs.LG · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7NRKV6WG3NZ64XZRPPLXG2R5HJ}

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 2026-07-05T02:46:30.936236Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fb62aafac6db73ee5f317bd7736a3d3a5e4b2b11bfb06fc8e27730b8005749cb

Aliases

arxiv: 2106.02855 · arxiv_version: 2106.02855v1 · doi: 10.48550/arxiv.2106.02855 · pith_short_12: 7NRKV6WG3NZ6 · pith_short_16: 7NRKV6WG3NZ64XZR · pith_short_8: 7NRKV6WG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7NRKV6WG3NZ64XZRPPLXG2R5HJ \
  | 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: fb62aafac6db73ee5f317bd7736a3d3a5e4b2b11bfb06fc8e27730b8005749cb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "454931ba91b69b6d54651aa871b3cf5d8157c57201ba86656e92416aee6c0dc6",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2021-06-05T10:07:31Z",
    "title_canon_sha256": "0aaa036f93e0b409838688c3121e1caee1ea1ceaefeaf25fb619bfdd3f13e7a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.02855",
    "kind": "arxiv",
    "version": 1
  }
}