Pith Number

pith:KZ26O2L2

pith:2024:KZ26O2L2Z2BJB26ZRAG4DJ4Z3L

not attested not anchored not stored refs pending

Pessimistic Backward Policy for GFlowNets

Hyosoon Jang, Jinkyoo Park, Minsu Kim, Sungsoo Ahn, Yunhui Jang

arxiv:2405.16012 v3 · 2024-05-25 · 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{KZ26O2L2Z2BJB26ZRAG4DJ4Z3L}

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

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training

Receipt and verification

First computed	2026-07-05T09:27:22.303013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5675e7697ace8290ebd9880dc1a799dac4f638ced8907c0507eecddc41f21106

Aliases

arxiv: 2405.16012 · arxiv_version: 2405.16012v3 · doi: 10.48550/arxiv.2405.16012 · pith_short_12: KZ26O2L2Z2BJ · pith_short_16: KZ26O2L2Z2BJB26Z · pith_short_8: KZ26O2L2

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/KZ26O2L2Z2BJB26ZRAG4DJ4Z3L \
  | 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: 5675e7697ace8290ebd9880dc1a799dac4f638ced8907c0507eecddc41f21106

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "357a22316533092c38d1b3abfb0e8470d8ff5f6a4fc1b3bae4068f728846f0ec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-25T02:30:46Z",
    "title_canon_sha256": "26a6efc2146342efc57a5f35886204d89292ef5422c2cdbd416fd9d37406e06d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16012",
    "kind": "arxiv",
    "version": 3
  }
}