Pith Number

pith:RKALPD4Q

pith:2019:RKALPD4QGF4BK5GUESPPQ2JPTK

not attested not anchored not stored refs pending

Safe Policy Improvement with Soft Baseline Bootstrapping

Kimia Nadjahi, R\'emi Tachet des Combes, Romain Laroche

arxiv:1907.05079 v1 · 2019-07-11 · cs.LG · cs.AI · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RKALPD4QGF4BK5GUESPPQ2JPTK}

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

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-05-17T23:40:54.036917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a80b78f9031781574d4249ef8692f9abb3ab63a3e0c07320a27a2eff1a2a984

Aliases

arxiv: 1907.05079 · arxiv_version: 1907.05079v1 · doi: 10.48550/arxiv.1907.05079 · pith_short_12: RKALPD4QGF4B · pith_short_16: RKALPD4QGF4BK5GU · pith_short_8: RKALPD4Q

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/RKALPD4QGF4BK5GUESPPQ2JPTK \
  | 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: 8a80b78f9031781574d4249ef8692f9abb3ab63a3e0c07320a27a2eff1a2a984

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebed9e24c62a72b6dd633e81e4fdc63af183cf96da7c0fac31725b6239f044f2",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-11T09:59:10Z",
    "title_canon_sha256": "e0c46ca6b5a8515dc5c87e5a3bc640abd69fdef260aa80f0c33e105a9dc0d427"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.05079",
    "kind": "arxiv",
    "version": 1
  }
}