Pith Number

pith:WAGSC4B4

pith:2026:WAGSC4B46266LI2POGCNT3G2KI

not attested not anchored not stored refs pending

Fourier Features Let Agents Learn High Precision Policies with Imitation Learning

Bal\'azs Gyenes, Emiliyan Gospodinov, Enrico Krohmer, Gerhard Neumann, Jan Frieling, Nicolas Schreiber, Niklas Freymuth, Xiaogang Jia

arxiv:2606.12334 v1 · 2026-06-10 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WAGSC4B46266LI2POGCNT3G2KI}

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	2026-06-11T01:11:02.353780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b00d21703cf6bde5a34f7184d9ecda5212f8a3dbfe22d86e6de512627971e9c8

Aliases

arxiv: 2606.12334 · arxiv_version: 2606.12334v1 · doi: 10.48550/arxiv.2606.12334 · pith_short_12: WAGSC4B46266 · pith_short_16: WAGSC4B46266LI2P · pith_short_8: WAGSC4B4

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/WAGSC4B46266LI2POGCNT3G2KI \
  | 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: b00d21703cf6bde5a34f7184d9ecda5212f8a3dbfe22d86e6de512627971e9c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "494256fe77d29b58b35efb5f053d4272c3a5e105544645c600a8ce5497245471",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T17:05:50Z",
    "title_canon_sha256": "3c8f5bdcaaaa91bf1ca82c9225b3cccf96e29b33dad990b1a82754edd0c39082"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12334",
    "kind": "arxiv",
    "version": 1
  }
}