Pith Number

pith:OKDMWGXA

pith:2020:OKDMWGXAWUWGWC2OTR2RSQPI7I

not attested not anchored not stored refs pending

Improving Robustness via Risk Averse Distributional Reinforcement Learning

Qinsheng Zhang, Rahul Singh, Yongxin Chen

arxiv:2005.00585 v1 · 2020-05-01 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OKDMWGXAWUWGWC2OTR2RSQPI7I}

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	2026-07-05T00:59:44.107484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7286cb1ae0b52c6b0b4e9c751941e8fa054c9216a9c596958b16d8d8d1aab1bb

Aliases

arxiv: 2005.00585 · arxiv_version: 2005.00585v1 · doi: 10.48550/arxiv.2005.00585 · pith_short_12: OKDMWGXAWUWG · pith_short_16: OKDMWGXAWUWGWC2O · pith_short_8: OKDMWGXA

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/OKDMWGXAWUWGWC2OTR2RSQPI7I \
  | 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: 7286cb1ae0b52c6b0b4e9c751941e8fa054c9216a9c596958b16d8d8d1aab1bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b2c14cc7994ec1080a989164ff7a084384e467be457aad9a5d8b0e6dd796815",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-01T20:03:10Z",
    "title_canon_sha256": "2fe5c9ee3c1867419aae96d3d9742a842ee8408dce7215a9af3723ac91e3cfed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.00585",
    "kind": "arxiv",
    "version": 1
  }
}