Pith Number

pith:MOG7SL6A

pith:2026:MOG7SL6AXSOL6372EGOM7H33UU

not attested not anchored not stored refs pending

Dual-Flow Reinforcement Learning with State-Aware Exploration

Diange Yang, Kun Jiang, Qijun Li, Qi Song, Weitao Zhou, Yifei He, Zheng Fu

arxiv:2606.29820 v1 · 2026-06-29 · 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{MOG7SL6AXSOL6372EGOM7H33UU}

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	2026-06-30T02:17:36.720173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

638df92fc0bc9cbf6ffa219ccf9f7ba523fd795fbca2131fcd9f734561091776

Aliases

arxiv: 2606.29820 · arxiv_version: 2606.29820v1 · doi: 10.48550/arxiv.2606.29820 · pith_short_12: MOG7SL6AXSOL · pith_short_16: MOG7SL6AXSOL6372 · pith_short_8: MOG7SL6A

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/MOG7SL6AXSOL6372EGOM7H33UU \
  | 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: 638df92fc0bc9cbf6ffa219ccf9f7ba523fd795fbca2131fcd9f734561091776

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9608fb7e8e295696ae31ac49e9b15df9f0944030259ed31c32abb8f0fdf4147",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T05:57:33Z",
    "title_canon_sha256": "177099a2374a6f59b2695df94bbee32fca8b11f1b7ac9181067f735db2c8a890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29820",
    "kind": "arxiv",
    "version": 1
  }
}