Pith Number

pith:46T62LQD

pith:2016:46T62LQDKOFOVPD5ITCON7NTUY

not attested not anchored not stored refs pending

Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models

Bernardo \'Avila Pires, Csaba Szepesv\'ari

arxiv:1602.06346 v2 · 2016-02-19 · 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{46T62LQDKOFOVPD5ITCON7NTUY}

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	2026-05-18T01:04:09.213036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7a7ed2e03538aeabc7d44c4e6fdb3a61eb7783ab7bff7810f967e7cf3b6606e

Aliases

arxiv: 1602.06346 · arxiv_version: 1602.06346v2 · doi: 10.48550/arxiv.1602.06346 · pith_short_12: 46T62LQDKOFO · pith_short_16: 46T62LQDKOFOVPD5 · pith_short_8: 46T62LQD

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/46T62LQDKOFOVPD5ITCON7NTUY \
  | 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: e7a7ed2e03538aeabc7d44c4e6fdb3a61eb7783ab7bff7810f967e7cf3b6606e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34b4ac6d2f10b9b87b2c26997fb1f7b4228ec35ec008be6a3bf3a9704e2e2425",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-02-19T23:46:11Z",
    "title_canon_sha256": "e5720cdc47b9e67281bf8d824e05531b7c3b9d64e3db30bf31470e95d4cebfd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.06346",
    "kind": "arxiv",
    "version": 2
  }
}