Pith Number

pith:FMZ6UB2U

pith:2023:FMZ6UB2UHYWWA4UDSPLATHK6IZ

not attested not anchored not stored refs pending

Datasets and Benchmarks for Offline Safe Reinforcement Learning

Ding Zhao, Hanjiang Hu, Haohong Lin, Jiacheng Zhu, Jie Tan, Tingnan Zhang, Wenhao Yu, Yihang Yao, Zhepeng Cen, Zijian Guo, Zuxin Liu

arxiv:2306.09303 v2 · 2023-06-15 · 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{FMZ6UB2UHYWWA4UDSPLATHK6IZ}

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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

5 papers in Pith

Safe-RULE: Safe Reinforcement UnLEarning

OopsieVerse: A Safety Benchmark with Damage-Aware Simulation for Robot Manipulation

Behavior-Consistent Deep Reinforcement Learning

Decoupled Guidance Diffusion for Adaptive Offline Safe Reinforcement Learning

Receipt and verification

First computed	2026-07-05T06:21:18.397336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b33ea07543e2d60728393d6099d5e464a72c21642316f5155022dbc48ce93ab

Aliases

arxiv: 2306.09303 · arxiv_version: 2306.09303v2 · doi: 10.48550/arxiv.2306.09303 · pith_short_12: FMZ6UB2UHYWW · pith_short_16: FMZ6UB2UHYWWA4UD · pith_short_8: FMZ6UB2U

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/FMZ6UB2UHYWWA4UDSPLATHK6IZ \
  | 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: 2b33ea07543e2d60728393d6099d5e464a72c21642316f5155022dbc48ce93ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99fbc8a16c15aedcba3e20db652e214efa8efa44aae6e121c9b05fb43590b40a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T17:31:26Z",
    "title_canon_sha256": "03fd1b5f6c58cddec8e27d16f8b8f08cfcc55b2c5896d4f2171847e24ca7fc37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09303",
    "kind": "arxiv",
    "version": 2
  }
}