Pith Number

pith:PLTOGFIV

pith:2024:PLTOGFIVIDT22IZ6HGF3PK2HGO

not attested not anchored not stored refs pending

Random Latent Exploration for Deep Reinforcement Learning

Alexander Rakhlin, Ayush Sekhari, Pulkit Agrawal, Srinath Mahankali, Zhang-Wei Hong

arxiv:2407.13755 v3 · 2024-07-18 · 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{PLTOGFIVIDT22IZ6HGF3PK2HGO}

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	2026-07-05T10:21:03.893687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ae6e3151540e7ad233e398bb7ab4733851124136ec7772bc9b88a480a25139c

Aliases

arxiv: 2407.13755 · arxiv_version: 2407.13755v3 · doi: 10.48550/arxiv.2407.13755 · pith_short_12: PLTOGFIVIDT2 · pith_short_16: PLTOGFIVIDT22IZ6 · pith_short_8: PLTOGFIV

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/PLTOGFIVIDT22IZ6HGF3PK2HGO \
  | 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: 7ae6e3151540e7ad233e398bb7ab4733851124136ec7772bc9b88a480a25139c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c39e91bd1309971351cc60ee136e10f416710c4a5314dd61b7550a4d789a6037",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-18T17:55:22Z",
    "title_canon_sha256": "996d29064fd603335ae6e630d13a3d7d5b7141410b43f0b01b580f2984843c44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13755",
    "kind": "arxiv",
    "version": 3
  }
}