Pith Number

pith:HLYNMDNW

pith:2024:HLYNMDNWGELBXBW3IXB2YCX3C3

not attested not anchored not stored refs pending

Novelty-based Sample Reuse for Continuous Robotics Control

Houde Liu, Kai Yang, Ke Duan, Xueqian Wang

arxiv:2410.13490 v1 · 2024-10-17 · cs.RO · 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{HLYNMDNWGELBXBW3IXB2YCX3C3}

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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

Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:22:01.811189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3af0d60db631161b86db45c3ac0afb16f355178c3082b1cb301e94e3606d85a2

Aliases

arxiv: 2410.13490 · arxiv_version: 2410.13490v1 · doi: 10.48550/arxiv.2410.13490 · pith_short_12: HLYNMDNWGELB · pith_short_16: HLYNMDNWGELBXBW3 · pith_short_8: HLYNMDNW

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/HLYNMDNWGELBXBW3IXB2YCX3C3 \
  | 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: 3af0d60db631161b86db45c3ac0afb16f355178c3082b1cb301e94e3606d85a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7bfe73f3377f37d9a3ab421dc08dbba803dc12c2b08add5fe6aca038ce8d371",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-10-17T12:34:37Z",
    "title_canon_sha256": "72d49f8638948d8356f91014551f5480fc7432a69ffb96c15376db86e1ef9496"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13490",
    "kind": "arxiv",
    "version": 1
  }
}