pith. sign in
Pith Number

pith:BMBNLDYU

pith:2016:BMBNLDYU3B6PBHRTOG7TTKR34B
not attested not anchored not stored refs pending

Quickest Change Detection Approach to Optimal Control in Markov Decision Processes with Model Changes

Jonathan P. How, Miao Liu, Taposh Banerjee

arxiv:1609.06757 v2 · 2016-09-21 · stat.AP · cs.SY · math.ST · stat.TH

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BMBNLDYU3B6PBHRTOG7TTKR34B}

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 2026-05-18T00:49:42.112855Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0b02d58f14d87cf09e3371bf39aa3be064e468fabf890d763a8221ccf2e0b650

Aliases

arxiv: 1609.06757 · arxiv_version: 1609.06757v2 · doi: 10.48550/arxiv.1609.06757 · pith_short_12: BMBNLDYU3B6P · pith_short_16: BMBNLDYU3B6PBHRT · pith_short_8: BMBNLDYU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BMBNLDYU3B6PBHRTOG7TTKR34B \
  | 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: 0b02d58f14d87cf09e3371bf39aa3be064e468fabf890d763a8221ccf2e0b650
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d13ade389345d00d55df0049b83cd24d49152bf58196f87affdd2cad23e97035",
    "cross_cats_sorted": [
      "cs.SY",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2016-09-21T21:13:33Z",
    "title_canon_sha256": "ca46f8a5657e0609521f4018d0ef11f8e97979f99f8950ed7b55562118c0036e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.06757",
    "kind": "arxiv",
    "version": 2
  }
}