Pith Number

pith:V32KOQDV

pith:2024:V32KOQDVHYV57NJEBZ5RZD6ERP

not attested not anchored not stored refs pending

Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL

Fuchun Sun, Huazhe Xu, Jianwei Zhang, Tianying Ji, Xianyuan Zhan, Yu Luo

arxiv:2405.18520 v1 · 2024-05-28 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V32KOQDVHYV57NJEBZ5RZD6ERP}

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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

1 paper in Pith

A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control

Receipt and verification

First computed	2026-07-05T08:24:26.466169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aef4a740753e2bdfb5240e7b1c8fc48bfee21ae60ba78a8d1c74da9ac9d7019a

Aliases

arxiv: 2405.18520 · arxiv_version: 2405.18520v1 · doi: 10.48550/arxiv.2405.18520 · pith_short_12: V32KOQDVHYV5 · pith_short_16: V32KOQDVHYV57NJE · pith_short_8: V32KOQDV

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/V32KOQDVHYV57NJEBZ5RZD6ERP \
  | 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: aef4a740753e2bdfb5240e7b1c8fc48bfee21ae60ba78a8d1c74da9ac9d7019a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a578ec4414714c61f99e0d840138d328571cb2ffc09adf724252bae1e1f23b5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-28T18:38:46Z",
    "title_canon_sha256": "4cfb0e9205ed3a7bb0a9a0afa96e3f88dd9218962b4b3f8e8cf4e395f206ec96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18520",
    "kind": "arxiv",
    "version": 1
  }
}