Pith Number

pith:DRG37WWH

pith:2023:DRG37WWHG2UTJ6UTOQW4G5XQU4

not attested not anchored not stored refs pending

Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX

Alexandre Laterre, Andries P. Smit, Arnu Pretorius, Cemlyn N. Waters, Cl\'ement Bonnet, Daniel Furelos-Blanco, Daniel Luo, Donal Byrne, Elshadai Tegegn, Laurence I. Midgley, Matthew Macfarlane, Mohamed A. Mimouni, Nathan Grinsztajn, Omayma Mahjoub, Paul Duckworth, Raphael Boige, Ruan de Kock, Sasha Abramowitz, Shikha Surana, Siddarth Singh, Tristan Kalloniatis, Ulrich A. Mbou Sob, Victor Le, Vincent Coyette

arxiv:2306.09884 v2 · 2023-06-16 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DRG37WWHG2UTJ6UTOQW4G5XQU4}

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

6 papers in Pith

Finding the Time to Think: Learning Planning Budgets in Real-Time RL

Position: RL Researchers Need to Distinguish Between Solving Simulators and Using Simulators as a Proxy

Finding the Time to Think: Learning Planning Budgets in Real-Time RL

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation

Receipt and verification

First computed	2026-07-05T07:56:49.695026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c4dbfdac736a934fa93742dc376f0a73b575a3d1ac430e9272e940c6ddd822e

Aliases

arxiv: 2306.09884 · arxiv_version: 2306.09884v2 · doi: 10.48550/arxiv.2306.09884 · pith_short_12: DRG37WWHG2UT · pith_short_16: DRG37WWHG2UTJ6UT · pith_short_8: DRG37WWH

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/DRG37WWHG2UTJ6UTOQW4G5XQU4 \
  | 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: 1c4dbfdac736a934fa93742dc376f0a73b575a3d1ac430e9272e940c6ddd822e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61f950c0ab79b6a9d487306a3799ff35464e37eff97c564c4a5b418644bca11b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-16T14:52:24Z",
    "title_canon_sha256": "bf5126b53193b7de4c32e57794f50e01615fd58f77061863a8d4e1e9e6ef13e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09884",
    "kind": "arxiv",
    "version": 2
  }
}