Pith Number

pith:E6MQLNG7

pith:2024:E6MQLNG7U2VSL4UQKV3KQ3IZFL

not attested not anchored not stored refs pending

Off-Policy Primal-Dual Safe Reinforcement Learning

Bo Tang, Chao Yu, Dong Wang, Qian Lin, Qianlong Xie, Shangqin Mao, Xingxing Wang, Zifan Wu

arxiv:2401.14758 v2 · 2024-01-26 · cs.LG

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\usepackage{pith}
\pithnumber{E6MQLNG7U2VSL4UQKV3KQ3IZFL}

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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

2 papers in Pith

PREFINE: Preference-Based Implicit Reward and Cost Fine-Tuning for Safety Alignment

How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?

Receipt and verification

First computed	2026-07-05T08:08:01.464449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

279905b4dfa6ab25f2905576a86d192ae28e63c23e582bade4d949fb18375afc

Aliases

arxiv: 2401.14758 · arxiv_version: 2401.14758v2 · doi: 10.48550/arxiv.2401.14758 · pith_short_12: E6MQLNG7U2VS · pith_short_16: E6MQLNG7U2VSL4UQ · pith_short_8: E6MQLNG7

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/E6MQLNG7U2VSL4UQKV3KQ3IZFL \
  | 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: 279905b4dfa6ab25f2905576a86d192ae28e63c23e582bade4d949fb18375afc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "797a7433ed33f644ed15fb619922fa30db2628765c9d9c3d8e82e0d354fce476",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-26T10:33:38Z",
    "title_canon_sha256": "6255c33be9a394a7ed17dcc44ed604814039c7b88eea419888a1811ce7f0feed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14758",
    "kind": "arxiv",
    "version": 2
  }
}