Pith Number

pith:GYCUBF3D

pith:2021:GYCUBF3DZJAAPJIVWSKYNQP3ON

not attested not anchored not stored refs pending

Multi-Agent Reinforcement Learning of 3D Furniture Layout Simulation in Indoor Graphics Scenes

Pengqian Yu, Xinhan Di

arxiv:2102.09137 v1 · 2021-02-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GYCUBF3DZJAAPJIVWSKYNQP3ON}

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

Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation

Receipt and verification

First computed	2026-07-05T02:16:19.968460Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3605409763ca4007a515b49586c1fb7370c7026b91c1ccaa06111a287786d5c5

Aliases

arxiv: 2102.09137 · arxiv_version: 2102.09137v1 · doi: 10.48550/arxiv.2102.09137 · pith_short_12: GYCUBF3DZJAA · pith_short_16: GYCUBF3DZJAAPJIV · pith_short_8: GYCUBF3D

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/GYCUBF3DZJAAPJIVWSKYNQP3ON \
  | 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: 3605409763ca4007a515b49586c1fb7370c7026b91c1ccaa06111a287786d5c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cd5ec982d480745bd7079bd9317cacd403333dfb1555cb4cea4ea748d6cd77a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-02-18T03:20:35Z",
    "title_canon_sha256": "98ee51ecf2176d5149c4e19e9bb4d38b3d75dcd6ce8621ceb72458fa2f45dceb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.09137",
    "kind": "arxiv",
    "version": 1
  }
}