Pith Number

pith:MLI5BR6I

pith:2021:MLI5BR6IQRAR32UQUT4A7Y4UMH

not attested not anchored not stored refs pending

Automatic Risk Adaptation in Distributional Reinforcement Learning

Bodo Rosenhahn, Frederik Schubert, Marius Lindauer, Theresa Eimer

arxiv:2106.06317 v1 · 2021-06-11 · 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{MLI5BR6IQRAR32UQUT4A7Y4UMH}

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.

Receipt and verification

First computed	2026-07-05T03:37:43.367666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62d1d0c7c884411dea90a4f80fe39461f7baba75999d1adb49391b22e9da7216

Aliases

arxiv: 2106.06317 · arxiv_version: 2106.06317v1 · doi: 10.48550/arxiv.2106.06317 · pith_short_12: MLI5BR6IQRAR · pith_short_16: MLI5BR6IQRAR32UQ · pith_short_8: MLI5BR6I

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/MLI5BR6IQRAR32UQUT4A7Y4UMH \
  | 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: 62d1d0c7c884411dea90a4f80fe39461f7baba75999d1adb49391b22e9da7216

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd6f6728df5faf60af32f3c06b72078f897889e682ebfbe84a74a844486911de",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-11T11:31:04Z",
    "title_canon_sha256": "c10771aeff2e536ae8abc682907f5aa914a4aaa76d4ffb27e9ca099120c3ece4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06317",
    "kind": "arxiv",
    "version": 1
  }
}