Pith Number

pith:NJ7JATU3

pith:2026:NJ7JATU3EC4XJNIRBDRXYPE3IJ

not attested not anchored not stored refs pending

Flowing Through States: Neural ODE Regularization for Reinforcement Learning

Bernd Finkbeiner, Mohamed Ghanem

arxiv:2608.06595 v1 · 2026-08-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NJ7JATU3EC4XJNIRBDRXYPE3IJ}

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	2026-08-10T01:11:26.565695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a7e904e9b20b974b51108e37c3c9b427e2847209a1c9bcd7d5bae997822f14f

Aliases

arxiv: 2608.06595 · arxiv_version: 2608.06595v1 · doi: 10.48550/arxiv.2608.06595 · pith_short_12: NJ7JATU3EC4X · pith_short_16: NJ7JATU3EC4XJNIR · pith_short_8: NJ7JATU3

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/NJ7JATU3EC4XJNIRBDRXYPE3IJ \
  | 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: 6a7e904e9b20b974b51108e37c3c9b427e2847209a1c9bcd7d5bae997822f14f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5481c8371d90179707bfcd3674cb065a3237d8a3d3c2999744a21016f6f2c9bd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-06T21:11:16Z",
    "title_canon_sha256": "819c29f26d869ed813bfea1bbfca29f0b58b297dd66f3137c3872b333eb25f8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06595",
    "kind": "arxiv",
    "version": 1
  }
}