Pith Number

pith:4TQHYRGN

pith:2020:4TQHYRGNJ5PSUQB4JLSW7XCP7F

not attested not anchored not stored refs pending

Adaptive Sampling for Best Policy Identification in Markov Decision Processes

Alexandre Proutiere, Aymen Al Marjani

arxiv:2009.13405 v4 · 2020-09-28 · 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{4TQHYRGNJ5PSUQB4JLSW7XCP7F}

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.

Cited by

1 paper in Pith

Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs

Receipt and verification

First computed	2026-07-05T02:38:51.867621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4e07c44cd4f5f2a403c4ae56fdc4ff9424e8b9bfdb01f4b0d34bd309c5c83b3

Aliases

arxiv: 2009.13405 · arxiv_version: 2009.13405v4 · doi: 10.48550/arxiv.2009.13405 · pith_short_12: 4TQHYRGNJ5PS · pith_short_16: 4TQHYRGNJ5PSUQB4 · pith_short_8: 4TQHYRGN

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/4TQHYRGNJ5PSUQB4JLSW7XCP7F \
  | 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: e4e07c44cd4f5f2a403c4ae56fdc4ff9424e8b9bfdb01f4b0d34bd309c5c83b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024d5d234365c9838b7319da6c2dc80af6934bcfe47323f39e779e31876a000f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-09-28T15:22:24Z",
    "title_canon_sha256": "0b42f9243344116e48c5f36ecd33133c21f2b902455bb73a85becd4cdd287980"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.13405",
    "kind": "arxiv",
    "version": 4
  }
}