Pith Number

pith:K3LOBD3H

pith:2024:K3LOBD3HLI3LCM2RD4FYRBXRQS

not attested not anchored not stored refs pending

GFlowNet Pretraining with Inexpensive Rewards

Emmanuel Bengio, Gopeshh Subbaraj, Mohit Pandey

arxiv:2409.09702 v1 · 2024-09-15 · cs.LG · cs.AI · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K3LOBD3HLI3LCM2RD4FYRBXRQS}

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

Why Pool When You Can Flow? Active Learning with GFlowNets

Receipt and verification

First computed	2026-07-05T09:07:13.253524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56d6e08f675a36b133511f0b8886f184b37455d47ba2877c52abbc7ce577b177

Aliases

arxiv: 2409.09702 · arxiv_version: 2409.09702v1 · doi: 10.48550/arxiv.2409.09702 · pith_short_12: K3LOBD3HLI3L · pith_short_16: K3LOBD3HLI3LCM2R · pith_short_8: K3LOBD3H

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/K3LOBD3HLI3LCM2RD4FYRBXRQS \
  | 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: 56d6e08f675a36b133511f0b8886f184b37455d47ba2877c52abbc7ce577b177

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1590e2b248a007f8204c827e977ff300382041a3a08322b4475059958ccb5a2",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-15T11:42:17Z",
    "title_canon_sha256": "f6211e1b5503ad9bd791f16cccd6af44619a6d4d1f1d3ea4df99380161ee0686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09702",
    "kind": "arxiv",
    "version": 1
  }
}