Pith Number

pith:Z5YM7UEV

pith:2013:Z5YM7UEVGTPPDFUPA36LEM3WLS

not attested not anchored not stored refs pending

Selecting the State-Representation in Reinforcement Learning

Daniil Ryabko, Odalric-Ambrym Maillard, R\'emi Munos

arxiv:1302.2552 v1 · 2013-02-11 · 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{Z5YM7UEVGTPPDFUPA36LEM3WLS}

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	2026-05-18T03:34:00.860554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf70cfd09534def1968f06fcb233765c87921970126e54b984607b65dc869209

Aliases

arxiv: 1302.2552 · arxiv_version: 1302.2552v1 · doi: 10.48550/arxiv.1302.2552 · pith_short_12: Z5YM7UEVGTPP · pith_short_16: Z5YM7UEVGTPPDFUP · pith_short_8: Z5YM7UEV

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/Z5YM7UEVGTPPDFUPA36LEM3WLS \
  | 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: cf70cfd09534def1968f06fcb233765c87921970126e54b984607b65dc869209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f244b8d113512c574cc9f83c36307294c0d892f6b06e769c17dd37c0da6a72a4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-02-11T17:49:38Z",
    "title_canon_sha256": "e56a90f738f033ba92c371148fa16b27cefd7637ce0f89a9cf6a46e71de5ffec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1302.2552",
    "kind": "arxiv",
    "version": 1
  }
}