Pith Number

pith:AAJBQHVM

pith:2025:AAJBQHVM7ATTPWKHZPVWELR7EK

not attested not anchored not stored refs pending

Normalizing Flows are Capable Models for Continuous Control

Benjamin Eysenbach, Raj Ghugare

arxiv:2505.23527 v4 · 2025-05-29 · 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{AAJBQHVM7ATTPWKHZPVWELR7EK}

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

SERNF: Sample-Efficient Real-World Dexterous Policy Fine-Tuning via Action-Chunked Critics and Normalizing Flows

Receipt and verification

First computed	2026-06-26T01:15:44.315943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0012181eacf82737d947cbeb622e3f2283b28ce929bec9515ff21795c3724850

Aliases

arxiv: 2505.23527 · arxiv_version: 2505.23527v4 · doi: 10.48550/arxiv.2505.23527 · pith_short_12: AAJBQHVM7ATT · pith_short_16: AAJBQHVM7ATTPWKH · pith_short_8: AAJBQHVM

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/AAJBQHVM7ATTPWKHZPVWELR7EK \
  | 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: 0012181eacf82737d947cbeb622e3f2283b28ce929bec9515ff21795c3724850

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5df55698a4f93e699821775b27aef8823f05c28a8a91fe0cca5a340a207a7d96",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T15:06:22Z",
    "title_canon_sha256": "bfc98c39c2aa8c27cb191d830ce180bb1b60c04a914004e26b630c6ec04d9747"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23527",
    "kind": "arxiv",
    "version": 4
  }
}