Pith. sign in
Pith Number

pith:OQNC5CTS

pith:2025:OQNC5CTSARRN3LUKVT5NLBNBMP
not attested not anchored not stored refs pending

Closing the Gap between TD Learning and Supervised Learning with $Q$-Conditioned Maximization

Donglin Wang, Fei Shen, Sheng Xu, Shentao Yang, Wenyan Yang, Xing Lei, Xuetao Zhang, Yunhao Luo, Zifeng Zhuang

arxiv:2506.00795 v3 · 2025-06-01 · cs.LG

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\usepackage{pith}
\pithnumber{OQNC5CTSARRN3LUKVT5NLBNBMP}

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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 2026-07-05T12:09:19.898969Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

741a2e8a720462ddae8aacfad585a163d76be17a91f9e42050ad19d333541217

Aliases

arxiv: 2506.00795 · arxiv_version: 2506.00795v3 · doi: 10.48550/arxiv.2506.00795 · pith_short_12: OQNC5CTSARRN · pith_short_16: OQNC5CTSARRN3LUK · pith_short_8: OQNC5CTS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OQNC5CTSARRN3LUKVT5NLBNBMP \
  | 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: 741a2e8a720462ddae8aacfad585a163d76be17a91f9e42050ad19d333541217
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c4f33caff0c147cf0c4c907866ad6dddebd3df66e2175085f2291ca6af822d97",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T02:49:26Z",
    "title_canon_sha256": "0e7fd0f0d35b30a8f9c541223603a097b4bab13d37635e2a39279da87f286319"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00795",
    "kind": "arxiv",
    "version": 3
  }
}