Pith Number

pith:FYOHWGWM

pith:2025:FYOHWGWM43PUWE3VA4VAABSVTG

not attested not anchored not stored refs pending

Exploring the Stratified Space Structure of an RL Game with the Volume Growth Transform

Alberto Speranzon, Brennan Lagasse, David Rosenbluth, Gregory Cox, Justin Curry, Ngoc B. Lam

arxiv:2507.22010 v1 · 2025-07-29 · math.AT · cs.AI · cs.CG · cs.LG · math.DG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FYOHWGWM43PUWE3VA4VAABSVTG}

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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

Stratifying Reinforcement Learning with Signal Temporal Logic

Receipt and verification

First computed	2026-07-05T11:45:11.397514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e1c7b1acce6df4b1375072a00065599abeaa697ad235ba30e6efb929399021a

Aliases

arxiv: 2507.22010 · arxiv_version: 2507.22010v1 · doi: 10.48550/arxiv.2507.22010 · pith_short_12: FYOHWGWM43PU · pith_short_16: FYOHWGWM43PUWE3V · pith_short_8: FYOHWGWM

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/FYOHWGWM43PUWE3VA4VAABSVTG \
  | 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: 2e1c7b1acce6df4b1375072a00065599abeaa697ad235ba30e6efb929399021a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27d163be027ae0141047b0e04c5c002cfe5b0381ff64eccd19354c700d6049df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CG",
      "cs.LG",
      "math.DG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.AT",
    "submitted_at": "2025-07-29T17:00:33Z",
    "title_canon_sha256": "1491ba5510c529fb87f0a0ac362f536609c1be9aac86c4243cc899d9b19ca6a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22010",
    "kind": "arxiv",
    "version": 1
  }
}