Pith Number

pith:S4XAQ4VB

pith:2023:S4XAQ4VBUD3CSKSOZWFQOUSE5I

not attested not anchored not stored refs pending

Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks

Bolun Dai, Jordan Terry, Lucas Willems, Mark Towers, Maxime Chevalier-Boisvert, Pablo Samuel Castro, Rodrigo de Lazcano, Salem Lahlou, Suman Pal

arxiv:2306.13831 v1 · 2023-06-24 · 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{S4XAQ4VBUD3CSKSOZWFQOUSE5I}

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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

19 papers in Pith

A Transdiagnostic Space of Disorder Like Phenotypes in Reinforcement Learning Agents

Themis: An explainable AI-enabled framework for Reinforcement Learning with Human Feedback

A Reward-Petri-Net Interpretation of Temporal Behavior Trees

SUNTA: Hierarchical Video Prediction with Surprise-based Chunking

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Receipt and verification

First computed	2026-07-05T06:24:16.434135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

972e0872a1a0f6292a4ecd8b075244ea34458e5b6eccf41a2a7ae018cd5369c5

Aliases

arxiv: 2306.13831 · arxiv_version: 2306.13831v1 · doi: 10.48550/arxiv.2306.13831 · pith_short_12: S4XAQ4VBUD3C · pith_short_16: S4XAQ4VBUD3CSKSO · pith_short_8: S4XAQ4VB

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/S4XAQ4VBUD3CSKSOZWFQOUSE5I \
  | 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: 972e0872a1a0f6292a4ecd8b075244ea34458e5b6eccf41a2a7ae018cd5369c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c268e139371d01caa2eda7c316015bda58c6dacde5b2ada10106f2863608b8e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-24T01:16:07Z",
    "title_canon_sha256": "10f313ee6dc452d7222612fc6f2b4aae3f907e543be83c42da72880f58724be4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13831",
    "kind": "arxiv",
    "version": 1
  }
}