Pith Number

pith:K7STYXFU

pith:2022:K7STYXFUO2EJXUKJ3UNSUB7FY2

not attested not anchored not stored refs pending

Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies

Jorg Bornschein, Pedro H. M. Braga, Samira Ebrahimi Kahou, Shivakanth Sujit

arxiv:2212.08131 v2 · 2022-12-15 · 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{K7STYXFUO2EJXUKJ3UNSUB7FY2}

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	2026-07-05T07:15:12.926423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57e53c5cb476889bd149dd1b2a07e5c69bcdac0d91aead5604455ca55c41874f

Aliases

arxiv: 2212.08131 · arxiv_version: 2212.08131v2 · doi: 10.48550/arxiv.2212.08131 · pith_short_12: K7STYXFUO2EJ · pith_short_16: K7STYXFUO2EJXUKJ · pith_short_8: K7STYXFU

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/K7STYXFUO2EJXUKJ3UNSUB7FY2 \
  | 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: 57e53c5cb476889bd149dd1b2a07e5c69bcdac0d91aead5604455ca55c41874f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35562de7f3c7310fd4c3d4397c6f034ff9b5039e45f89f7e9f34a2ad8a5e4d18",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-15T20:36:10Z",
    "title_canon_sha256": "932d946969b816a4c74b479b351f89aba5b4a31907e7b994952d9a6da80d1213"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08131",
    "kind": "arxiv",
    "version": 2
  }
}