Pith Number

pith:HIWAPEFW

pith:2018:HIWAPEFWG6KLOD4TXP2I2VZ6I3

not attested not anchored not stored refs pending

The Potential of the Return Distribution for Exploration in RL

Catholijn M. Jonker, Joost Broekens, Thomas M. Moerland

arxiv:1806.04242 v2 · 2018-06-11 · 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{HIWAPEFWG6KLOD4TXP2I2VZ6I3}

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	2026-05-18T00:11:46.623279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a2c0790b63794b70f93bbf48d573e46fa11e8b29727839b6c6d4df527f4df15

Aliases

arxiv: 1806.04242 · arxiv_version: 1806.04242v2 · doi: 10.48550/arxiv.1806.04242 · pith_short_12: HIWAPEFWG6KL · pith_short_16: HIWAPEFWG6KLOD4T · pith_short_8: HIWAPEFW

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/HIWAPEFWG6KLOD4TXP2I2VZ6I3 \
  | 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: 3a2c0790b63794b70f93bbf48d573e46fa11e8b29727839b6c6d4df527f4df15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b40c26f514ef442c8a6e8e88563cecfe2da6f0fbb55ebbe6c5ac52e52e9d876",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-11T21:02:50Z",
    "title_canon_sha256": "86f1dd1b4441ca8e76d653433858a267ee75bb94daae9b1c34d9a8a17d31b261"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.04242",
    "kind": "arxiv",
    "version": 2
  }
}