Pith Number

pith:LNUPY4HR

pith:2021:LNUPY4HRBGRTCOW6PRRXVYZQ5D

not attested not anchored not stored refs pending

Risk-Averse Offline Reinforcement Learning

Andreas Krause, N\'uria Armengol Urp\'i, Sebastian Curi

arxiv:2102.05371 v1 · 2021-02-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNUPY4HRBGRTCOW6PRRXVYZQ5D}

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

3 papers in Pith

MASK: Multi-Agent Semantic K-Scheduling for Risk-Sensitive 6G Robotics

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

Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning

Receipt and verification

First computed	2026-07-05T02:14:17.984558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b68fc70f109a3313ade7c637ae330e8d1773893715c7f3cdc228aee051e7708

Aliases

arxiv: 2102.05371 · arxiv_version: 2102.05371v1 · doi: 10.48550/arxiv.2102.05371 · pith_short_12: LNUPY4HRBGRT · pith_short_16: LNUPY4HRBGRTCOW6 · pith_short_8: LNUPY4HR

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/LNUPY4HRBGRTCOW6PRRXVYZQ5D \
  | 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: 5b68fc70f109a3313ade7c637ae330e8d1773893715c7f3cdc228aee051e7708

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24c9110a3d15bac6969b7883386bd1a72966d3c0044be8578d9e2aefe06568a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-10T10:27:49Z",
    "title_canon_sha256": "92d90fb23e8f9ffec20da8bd06ce92401c1cee34a6ad82f778080ed5720c851f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.05371",
    "kind": "arxiv",
    "version": 1
  }
}