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Pith Number

pith:BYZDYEMX

pith:2021:BYZDYEMXYP7HD62FQEYSOIXE5R
not attested not anchored not stored refs pending

Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning

Adam W. Hall, Angela P. Schoellig (University of Toronto Institute for Aerospace Studies, Jacopo Panerati, Lukas Brunke, Melissa Greeff, Siqi Zhou, University of Toronto Robotics Institute, Vector Institute for Artificial Intelligence), Zhaocong Yuan

arxiv:2108.06266 v2 · 2021-08-13 · cs.RO · cs.LG · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BYZDYEMXYP7HD62FQEYSOIXE5R}

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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

Receipt and verification
First computed 2026-07-05T03:38:27.826758Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0e323c1197c3fe71fb4581312722e4ec564a5b8c07820e8f402692a63d036e3b

Aliases

arxiv: 2108.06266 · arxiv_version: 2108.06266v2 · doi: 10.48550/arxiv.2108.06266 · pith_short_12: BYZDYEMXYP7H · pith_short_16: BYZDYEMXYP7HD62F · pith_short_8: BYZDYEMX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BYZDYEMXYP7HD62FQEYSOIXE5R \
  | 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: 0e323c1197c3fe71fb4581312722e4ec564a5b8c07820e8f402692a63d036e3b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b996747271c0f54730a437ccd8c0a0bfe8e36fd2f23ebe713898ec542fd2f2db",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2021-08-13T14:22:02Z",
    "title_canon_sha256": "89b1666e23d0e14e57e79bde93ad6ce81f73b66f31a30684942769a62b4c2442"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.06266",
    "kind": "arxiv",
    "version": 2
  }
}