Pith Number

pith:QVH43KDV

pith:2023:QVH43KDVZK23AMNMTMM6HWDMQS

not attested not anchored not stored refs pending

Reinforcement Learning by Guided Safe Exploration

Matthijs T. J. Spaan, Nils Jansen, Qisong Yang, Simon H. Tindemans, Thiago D. Sim\~ao

arxiv:2307.14316 v1 · 2023-07-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QVH43KDVZK23AMNMTMM6HWDMQS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Model Checking for Reinforcement Learning in Autonomous Driving: One Can Do More Than You Think!

Receipt and verification

First computed	2026-07-05T07:59:03.131008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

854fcda875cab5b031ac9b19e3d86c84a307decf4354799f0fabf96c51c2a1c6

Aliases

arxiv: 2307.14316 · arxiv_version: 2307.14316v1 · doi: 10.48550/arxiv.2307.14316 · pith_short_12: QVH43KDVZK23 · pith_short_16: QVH43KDVZK23AMNM · pith_short_8: QVH43KDV

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/QVH43KDVZK23AMNMTMM6HWDMQS \
  | 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: 854fcda875cab5b031ac9b19e3d86c84a307decf4354799f0fabf96c51c2a1c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8499d7e036792b588725c9c02045e83c6b49f9f11a96b47423d3a20e70ef27b5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-26T17:26:21Z",
    "title_canon_sha256": "43d08f2673aac69d2ae3ef17942ad929e89818f44c1c13dfc14e2cf8e39adf2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14316",
    "kind": "arxiv",
    "version": 1
  }
}