Pith. sign in
Pith Number

pith:AVE2SH54

pith:2022:AVE2SH547ZKNXUED3THEDEIHY4
not attested not anchored not stored refs pending

Adaptive actuation of magnetic soft robots using deep reinforcement learning

Jianpeng Yao, Liang Li, Quanliang Cao, Ruiqi Liu, Xiaotao Han, Yuwei Ju, Yuxuan Sun

arxiv:2204.11475 v1 · 2022-04-25 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AVE2SH547ZKNXUED3THEDEIHY4}

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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 2026-07-05T04:17:28.401578Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0549a91fbcfe54dbd083dcce419107c72cdc6562bc50ae2129acd76aac016cf9

Aliases

arxiv: 2204.11475 · arxiv_version: 2204.11475v1 · doi: 10.48550/arxiv.2204.11475 · pith_short_12: AVE2SH547ZKN · pith_short_16: AVE2SH547ZKNXUED · pith_short_8: AVE2SH54
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AVE2SH547ZKNXUED3THEDEIHY4 \
  | 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: 0549a91fbcfe54dbd083dcce419107c72cdc6562bc50ae2129acd76aac016cf9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6f6d69276f5c9148245e8b4b50d4b6906d30dc967420eea8975234380d5dfd9e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2022-04-25T07:18:15Z",
    "title_canon_sha256": "97ce09629f1453486d7e5251446aad7f45427d334e20375f346ac68ea5ede209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.11475",
    "kind": "arxiv",
    "version": 1
  }
}