Pith. sign in
Pith Number

pith:EVVMCAFC

pith:2023:EVVMCAFCDVPKCP374MML7VYWL7
not attested not anchored not stored refs pending

Safe Reinforcement Learning via Hierarchical Adaptive Chance-Constraint Safeguards

Binhao Chen, Chengliang Liu, Liang Gong, Tairan He, Xuhao Zhao, Zhaorun Chen, Zhuokai Zhao

arxiv:2310.03379 v2 · 2023-10-05 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EVVMCAFCDVPKCP374MML7VYWL7}

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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 2026-07-05T07:52:42.053108Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

256ac100a21d5ea13f7fe318bfd7165fd2ea280a2a52a535a7715e64515576d1

Aliases

arxiv: 2310.03379 · arxiv_version: 2310.03379v2 · doi: 10.48550/arxiv.2310.03379 · pith_short_12: EVVMCAFCDVPK · pith_short_16: EVVMCAFCDVPKCP37 · pith_short_8: EVVMCAFC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EVVMCAFCDVPKCP374MML7VYWL7 \
  | 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: 256ac100a21d5ea13f7fe318bfd7165fd2ea280a2a52a535a7715e64515576d1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "082bac6bd7d219f18d0f73022df2b8c551f2be58ae9c4a9ca960a3734f6ef040",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-10-05T08:29:35Z",
    "title_canon_sha256": "f3444b71b28c7a35e76ca0225fee09c295ab16410250ee9e6bffce94a545d712"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03379",
    "kind": "arxiv",
    "version": 2
  }
}