Pith Number

pith:AOG3T77F

pith:2023:AOG3T77FGVVQCMRFHOCO3GQ6N5

not attested not anchored not stored refs pending

Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse

Jiafei Lyu, Le Wan, Xiu Li, Zongqing Lu

arxiv:2305.18443 v1 · 2023-05-29 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AOG3T77FGVVQCMRFHOCO3GQ6N5}

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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	2026-07-05T06:15:00.980884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

038db9ffe5356b0132253b84ed9a1e6f41819b8b25211161f9ca876247e5b65b

Aliases

arxiv: 2305.18443 · arxiv_version: 2305.18443v1 · doi: 10.48550/arxiv.2305.18443 · pith_short_12: AOG3T77FGVVQ · pith_short_16: AOG3T77FGVVQCMRF · pith_short_8: AOG3T77F

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/AOG3T77FGVVQCMRFHOCO3GQ6N5 \
  | 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: 038db9ffe5356b0132253b84ed9a1e6f41819b8b25211161f9ca876247e5b65b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd887a1737749b08f7967c6b98f089b16009d8abf5cc7d1d377c4826d89c4eb7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-29T03:25:22Z",
    "title_canon_sha256": "7b0c80249f63b7f85d5a71d391674b2c0776953d2a0f300915b31bc834f8e996"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18443",
    "kind": "arxiv",
    "version": 1
  }
}