Pith Number

pith:G4ONBQPX

pith:2024:G4ONBQPXTSZKNJW6WBS6XVB3HR

not attested not anchored not stored refs pending

RRLS : Robust Reinforcement Learning Suite

Adil Zouitine, David Bertoin, Emmanuel Rachelson, Matthieu Geist, Pierre Clavier

arxiv:2406.08406 v1 · 2024-06-12 · 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{G4ONBQPXTSZKNJW6WBS6XVB3HR}

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.

Cited by

1 paper in Pith

Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:30:59.294023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

371cd0c1f79cb2a6a6deb065ebd43b3c7e0a8acca1ed1720301250758d629e63

Aliases

arxiv: 2406.08406 · arxiv_version: 2406.08406v1 · doi: 10.48550/arxiv.2406.08406 · pith_short_12: G4ONBQPXTSZK · pith_short_16: G4ONBQPXTSZKNJW6 · pith_short_8: G4ONBQPX

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/G4ONBQPXTSZKNJW6WBS6XVB3HR \
  | 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: 371cd0c1f79cb2a6a6deb065ebd43b3c7e0a8acca1ed1720301250758d629e63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6734a838b0a64a0ef19410b9154c16b8f36e58f4ecaee7fb9b668ae73799b8c9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-12T16:53:51Z",
    "title_canon_sha256": "96c5b7f00bfb798f534ea08f84acdc45234f0ef16696a692919867b7f17d8f9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08406",
    "kind": "arxiv",
    "version": 1
  }
}