Pith Number

pith:Y322RV5O

pith:2026:Y322RV5OK2SLTVHFV2CBF5XLAF

not attested not anchored not stored refs pending

IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games

Conor M. Artman, Nicholas Di, Scott Perkins

arxiv:2608.05422 v1 · 2026-08-05 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y322RV5OK2SLTVHFV2CBF5XLAF}

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	2026-08-07T00:47:50.380513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6f5a8d7ae56a4b9d4e5ae8412f6eb016f2840dd94696d404cc191641b3d23ce

Aliases

arxiv: 2608.05422 · arxiv_version: 2608.05422v1 · doi: 10.48550/arxiv.2608.05422 · pith_short_12: Y322RV5OK2SL · pith_short_16: Y322RV5OK2SLTVHF · pith_short_8: Y322RV5O

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/Y322RV5OK2SLTVHFV2CBF5XLAF \
  | 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: c6f5a8d7ae56a4b9d4e5ae8412f6eb016f2840dd94696d404cc191641b3d23ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e110118c1e67143805288b71569ff71eaa08ef125449bb223fe565a8bd9d8de",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-05T21:31:23Z",
    "title_canon_sha256": "5ee0bc35d77de39af00e0c2863216c9d354f367728f1c38e859462cbcdf518b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05422",
    "kind": "arxiv",
    "version": 1
  }
}