Pith Number

pith:TVHBCYZJ

pith:2022:TVHBCYZJ3VDRLPJQI4KXGUAT75

not attested not anchored not stored refs pending

Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk

Chengyang Ying, Dong Yan, Hang Su, Jun Zhu, Ning Chen, Xinning Zhou

arxiv:2206.04436 v2 · 2022-06-09 · 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{TVHBCYZJ3VDRLPJQI4KXGUAT75}

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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

6 papers in Pith

RS-Diffuser: Risk-Sensitive Diffusion Planning with Distributional Value Guidance

Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning

From Cumulative Constraints to Adaptive Runtime Safety Control for Nonstationary Reinforcement Learning

Safe Continual Reinforcement Learning under Nonstationarity via Adaptive Safety Constraints

Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:04:32.995807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d4e116329dd4715bd304715735013ff57aba1651a05918fdfa1c22bceec0229

Aliases

arxiv: 2206.04436 · arxiv_version: 2206.04436v2 · doi: 10.48550/arxiv.2206.04436 · pith_short_12: TVHBCYZJ3VDR · pith_short_16: TVHBCYZJ3VDRLPJQ · pith_short_8: TVHBCYZJ

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/TVHBCYZJ3VDRLPJQI4KXGUAT75 \
  | 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: 9d4e116329dd4715bd304715735013ff57aba1651a05918fdfa1c22bceec0229

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f883285333072286e1db1f2b7742f8969d8b4b255bfbcd62c3f75893ef7742d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-09T11:57:54Z",
    "title_canon_sha256": "56eb59dd6680d3e63888681c71b5f108be3aba591107f520f6c82a6938bb6dc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.04436",
    "kind": "arxiv",
    "version": 2
  }
}