Pith Number

pith:3O7WDVFP

pith:2023:3O7WDVFPZMO2ZDSYCLN2WPQZ74

not attested not anchored not stored refs pending

Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms

Akifumi Wachi, Kazumune Hashimoto, Wataru Hashimoto, Xun Shen

arxiv:2310.03225 v1 · 2023-10-05 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3O7WDVFPZMO2ZDSYCLN2WPQZ74}

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

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning

Receipt and verification

First computed	2026-07-05T06:57:30.412056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbbf61d4afcb1dac8e5812dbab3e19ff10eba6054bc879ba4311e6ecfd52c0f9

Aliases

arxiv: 2310.03225 · arxiv_version: 2310.03225v1 · doi: 10.48550/arxiv.2310.03225 · pith_short_12: 3O7WDVFPZMO2 · pith_short_16: 3O7WDVFPZMO2ZDSY · pith_short_8: 3O7WDVFP

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/3O7WDVFPZMO2ZDSYCLN2WPQZ74 \
  | 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: dbbf61d4afcb1dac8e5812dbab3e19ff10eba6054bc879ba4311e6ecfd52c0f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19a88207218c7dd615c70e68e246bace32a620725a4eb62f4fa24ffe267055a2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-05T00:47:09Z",
    "title_canon_sha256": "0d93fcfb3a3198d1e4f9672d5a83cb706c148958518fa39817fdb14eada7bb41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03225",
    "kind": "arxiv",
    "version": 1
  }
}