Pith Number

pith:VWMW33TE

pith:2026:VWMW33TEU2XC5FDVEFP2JFAVQI

not attested not anchored not stored refs pending

NASDAQ: Normalized Observation Space Dynamics-Augmented Q-Learning

(2) EPFL, (3) Purdue University, China, Jianting Zhang (3), Junyuan Liang (1), Switzerland, USA), Wuhui Chen (1) ((1) Sun Yat-sen University, Xinwei Liu (1), Zicong Hong (2)

arxiv:2606.21297 v1 · 2026-06-19 · 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{VWMW33TEU2XC5FDVEFP2JFAVQI}

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	2026-06-23T01:12:36.365147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad996dee64a6ae2e9475215fa49415820ba0224d77716d04465b15fc13b451c7

Aliases

arxiv: 2606.21297 · arxiv_version: 2606.21297v1 · doi: 10.48550/arxiv.2606.21297 · pith_short_12: VWMW33TEU2XC · pith_short_16: VWMW33TEU2XC5FDV · pith_short_8: VWMW33TE

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/VWMW33TEU2XC5FDVEFP2JFAVQI \
  | 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: ad996dee64a6ae2e9475215fa49415820ba0224d77716d04465b15fc13b451c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "724831bd889a03ef4e94fd8d9da024d6aa484ab6017247f1f8a8c05bb690933b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-19T10:21:04Z",
    "title_canon_sha256": "2bc0ee5cab85427095544dd8c60f8e91d7e5d3ee62d5401c59e3e7c29c44c58e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21297",
    "kind": "arxiv",
    "version": 1
  }
}