Pith Number

pith:GWIQ7AJL

pith:2025:GWIQ7AJLQSP6K7H7AM3O2XYJO5

not attested not anchored not stored refs pending

A Study of the Efficacy of Generative Flow Networks for Robotics and Machine Fault-Adaptation

Osmar Zaiane, Shadan Golestan, Shotaro Miwa, Yoshihiro Mitsuka, Zahin Sufiyan

arxiv:2501.03405 v1 · 2025-01-06 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWIQ7AJLQSP6K7H7AM3O2XYJO5}

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	2026-07-05T09:57:54.294462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35910f812b849fe57cff0336ed5f0977432a63568850da2395bd64e9a7f9644c

Aliases

arxiv: 2501.03405 · arxiv_version: 2501.03405v1 · doi: 10.48550/arxiv.2501.03405 · pith_short_12: GWIQ7AJLQSP6 · pith_short_16: GWIQ7AJLQSP6K7H7 · pith_short_8: GWIQ7AJL

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/GWIQ7AJLQSP6K7H7AM3O2XYJO5 \
  | 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: 35910f812b849fe57cff0336ed5f0977432a63568850da2395bd64e9a7f9644c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0119a73fb70809b2b4b73a8ad5895c95fe4e4cdbfdea5ac531e057ed53aa79ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-01-06T22:00:02Z",
    "title_canon_sha256": "d2415479ce725ed7bc5faf482dabe527c8de4e2221aa193414f268c552d84810"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03405",
    "kind": "arxiv",
    "version": 1
  }
}