Pith Number

pith:C62LDUN5

pith:2026:C62LDUN5UHU4NTGYSLJUO2ZRUX

not attested not anchored not stored refs pending

Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance

Bikang Pan, Jingya Wang, Ke Hu, Shutong Ding, Ye Shi, Zejia Zhong, Zhongyi Wang

arxiv:2605.30056 v1 · 2026-05-28 · cs.RO · 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{C62LDUN5UHU4NTGYSLJUO2ZRUX}

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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.

Receipt and verification

First computed	2026-05-29T02:06:08.713236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17b4b1d1bda1e9c6ccd892d3476b31a5f9a1611017a6d39b43c56ea6d6985d19

Aliases

arxiv: 2605.30056 · arxiv_version: 2605.30056v1 · doi: 10.48550/arxiv.2605.30056 · pith_short_12: C62LDUN5UHU4 · pith_short_16: C62LDUN5UHU4NTGY · pith_short_8: C62LDUN5

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/C62LDUN5UHU4NTGYSLJUO2ZRUX \
  | 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: 17b4b1d1bda1e9c6ccd892d3476b31a5f9a1611017a6d39b43c56ea6d6985d19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3c1db953691127a266c1fc3e8b0a5f48c05206a88183ac0612bd4600f229979",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-05-28T15:07:50Z",
    "title_canon_sha256": "6f6cc5ad708043636ab3b98f19b7ccec81015fcd71d835ad892b2939da6bfea9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30056",
    "kind": "arxiv",
    "version": 1
  }
}