Pith Number

pith:EI4GLGJH

pith:2023:EI4GLGJHJEWRTYR5CCQCUQVPXI

not attested not anchored not stored refs pending

Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning

Adam Jelley, Amos Storkey, Stefano V. Albrecht, Trevor McInroe

arxiv:2310.05723 v3 · 2023-10-09 · 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{EI4GLGJHJEWRTYR5CCQCUQVPXI}

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	2026-07-05T08:34:56.437053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2238659927492d19e23d10a02a42afba272e3f439bb0e6386d232c362c746c77

Aliases

arxiv: 2310.05723 · arxiv_version: 2310.05723v3 · doi: 10.48550/arxiv.2310.05723 · pith_short_12: EI4GLGJHJEWR · pith_short_16: EI4GLGJHJEWRTYR5 · pith_short_8: EI4GLGJH

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/EI4GLGJHJEWRTYR5CCQCUQVPXI \
  | 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: 2238659927492d19e23d10a02a42afba272e3f439bb0e6386d232c362c746c77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "310ecb7ff0a47af80e1d8c4224ad5fc407a903e6f30a9842dd85e3e3005ba86e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-09T13:47:05Z",
    "title_canon_sha256": "5b45027f32c6e054c7a2fac854d3e417fb741ebe356b6085587548504da5049d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05723",
    "kind": "arxiv",
    "version": 3
  }
}