Pith Number

pith:YI2QHRDF

pith:2024:YI2QHRDFWNC4UG2OBYZYBWM3KO

not attested not anchored not stored refs pending

Diffusion Spectral Representation for Reinforcement Learning

Bo Dai, Chenjun Xiao, Chen-Xiao Gao, Dmitry Shribak, Yitong Li

arxiv:2406.16121 v2 · 2024-06-23 · 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{YI2QHRDFWNC4UG2OBYZYBWM3KO}

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	2026-07-05T09:29:30.676005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c23503c465b345ca1b4e0e3380d99b539892ebd37d9108e65f92885fe765e7ce

Aliases

arxiv: 2406.16121 · arxiv_version: 2406.16121v2 · doi: 10.48550/arxiv.2406.16121 · pith_short_12: YI2QHRDFWNC4 · pith_short_16: YI2QHRDFWNC4UG2O · pith_short_8: YI2QHRDF

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/YI2QHRDFWNC4UG2OBYZYBWM3KO \
  | 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: c23503c465b345ca1b4e0e3380d99b539892ebd37d9108e65f92885fe765e7ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb95648e0ccfeaa1658806c8c2f8680bd93e24eecc4357b7e08a41b0b3cf67bb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-23T14:24:14Z",
    "title_canon_sha256": "01688ad14dd9d43ce5fade9e6aa227677915ccb39ed11955d3a35a9981967259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16121",
    "kind": "arxiv",
    "version": 2
  }
}