Pith Number

pith:NEGSK7ZL

pith:2014:NEGSK7ZL4ATJ77HLKD4QE54LIA

not attested not anchored not stored refs pending

Thompson Sampling for Learning Parameterized Markov Decision Processes

Aditya Gopalan, Shie Mannor

arxiv:1406.7498 v3 · 2014-06-29 · 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{NEGSK7ZL4ATJ77HLKD4QE54LIA}

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	2026-05-18T02:19:59.907260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

690d257f2be0269ffceb50f902778b400fec27ebbdca1c380c9ddf8a76721153

Aliases

arxiv: 1406.7498 · arxiv_version: 1406.7498v3 · doi: 10.48550/arxiv.1406.7498 · pith_short_12: NEGSK7ZL4ATJ · pith_short_16: NEGSK7ZL4ATJ77HL · pith_short_8: NEGSK7ZL

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/NEGSK7ZL4ATJ77HLKD4QE54LIA \
  | 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: 690d257f2be0269ffceb50f902778b400fec27ebbdca1c380c9ddf8a76721153

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cdd9cd915ea3cf68b82c5fad200589a9f7ede1da3a4ee5b0af2b390f4e211d3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-06-29T12:34:45Z",
    "title_canon_sha256": "05ed705e6df60156ef646c05092b04891f3438495bf2d62d28ad7e4eb165ee5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1406.7498",
    "kind": "arxiv",
    "version": 3
  }
}