Pith Number

pith:BSEP4VQ6

pith:2025:BSEP4VQ6NFBV6INUDOBEIEZNTJ

not attested not anchored not stored refs pending

Offline Reinforcement Learning with Discrete Diffusion Skills

Jie Cheng, Ruixi Qiao, Xingyuan Dai, Yisheng Lv, Yonglin Tian

arxiv:2503.20176 v1 · 2025-03-26 · cs.LG · cs.AI · 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{BSEP4VQ6NFBV6INUDOBEIEZNTJ}

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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.

Cited by

1 paper in Pith

From Noise to Control: Parameterized Diffusion Policies

Receipt and verification

First computed	2026-07-05T10:39:33.869337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c88fe561e69435f21b41b8244132d9a553fa697935459d00f7ecd75dd61a218

Aliases

arxiv: 2503.20176 · arxiv_version: 2503.20176v1 · doi: 10.48550/arxiv.2503.20176 · pith_short_12: BSEP4VQ6NFBV · pith_short_16: BSEP4VQ6NFBV6INU · pith_short_8: BSEP4VQ6

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/BSEP4VQ6NFBV6INUDOBEIEZNTJ \
  | 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: 0c88fe561e69435f21b41b8244132d9a553fa697935459d00f7ecd75dd61a218

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9686c979581f6d7c9945e25eb9ee908505995179e3a6a9e146ed467fee76f2a5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-26T03:04:42Z",
    "title_canon_sha256": "094c2510ed137212633f8c0e7beab2e0230491592964b69e8b8f22648eac2271"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.20176",
    "kind": "arxiv",
    "version": 1
  }
}