Pith Number

pith:VYRRYU5V

pith:2026:VYRRYU5V2OEKDYPWCQYRMNVAL3

not attested not anchored not stored refs pending

Physics-Guided Policy Optimization with Self-Distillation

Chaoqun Jia, Devin Chen, Haoran Liu, Kai Wei, Ke Wang, Yuning Wu

arxiv:2606.03620 v1 · 2026-06-02 · 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{VYRRYU5V2OEKDYPWCQYRMNVAL3}

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

DRIFT: Difficulty Routing Self-DIstillation with Rhythm-Gated Exploration and Success BuFfer Training

Receipt and verification

First computed	2026-06-03T01:06:02.527290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae231c53b5d388a1e1f614311636a05ee61d2ad704ddaa61003708e5dbacef0e

Aliases

arxiv: 2606.03620 · arxiv_version: 2606.03620v1 · doi: 10.48550/arxiv.2606.03620 · pith_short_12: VYRRYU5V2OEK · pith_short_16: VYRRYU5V2OEKDYPW · pith_short_8: VYRRYU5V

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/VYRRYU5V2OEKDYPWCQYRMNVAL3 \
  | 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: ae231c53b5d388a1e1f614311636a05ee61d2ad704ddaa61003708e5dbacef0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fe97636fab17b4355f8387a78ffe7816a48427627266cce0d06efe33a1316c0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-02T13:20:39Z",
    "title_canon_sha256": "7517ea9569d5c8ba3e685a6e043df15829e3b434f436d9b23ce412d245edcbb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03620",
    "kind": "arxiv",
    "version": 1
  }
}