Pith Number

pith:XH3VJZEA

pith:2018:XH3VJZEAIN4M5HZFOZPDYYPGAR

not attested not anchored not stored refs pending

Bayesian Transfer Reinforcement Learning with Prior Knowledge Rules

Michalis K. Titsias, Sotirios Nikoloutsopoulos

arxiv:1810.00468 v1 · 2018-09-30 · cs.LG · 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{XH3VJZEAIN4M5HZFOZPDYYPGAR}

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	2026-05-18T00:04:26.077139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9f754e4804378ce9f25765e3c61e604785e67673ea39148342884dd44637f49

Aliases

arxiv: 1810.00468 · arxiv_version: 1810.00468v1 · doi: 10.48550/arxiv.1810.00468 · pith_short_12: XH3VJZEAIN4M · pith_short_16: XH3VJZEAIN4M5HZF · pith_short_8: XH3VJZEA

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/XH3VJZEAIN4M5HZFOZPDYYPGAR \
  | 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: b9f754e4804378ce9f25765e3c61e604785e67673ea39148342884dd44637f49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d973934b0d4835e06b134280f62a3461ad6f7a90cb8d15d3319152f0cdaa87c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-30T21:12:44Z",
    "title_canon_sha256": "ac9f502d78924fbf8e8f25c9132b75cb609e374edbb14cbbd604a129edf6290c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00468",
    "kind": "arxiv",
    "version": 1
  }
}