Pith Number

pith:EWH2U6EL

pith:2019:EWH2U6ELV3RJKR4FCB2AVOW5EM

not attested not anchored not stored refs pending

Action Robust Reinforcement Learning and Applications in Continuous Control

Chen Tessler, Shie Mannor, Yonathan Efroni

arxiv:1901.09184 v2 · 2019-01-26 · 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{EWH2U6ELV3RJKR4FCB2AVOW5EM}

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	2026-05-17T23:46:52.985849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

258faa788baee295478510740abadd2327b796920fba20ceb1c4d050c483512b

Aliases

arxiv: 1901.09184 · arxiv_version: 1901.09184v2 · doi: 10.48550/arxiv.1901.09184 · pith_short_12: EWH2U6ELV3RJ · pith_short_16: EWH2U6ELV3RJKR4F · pith_short_8: EWH2U6EL

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/EWH2U6ELV3RJKR4FCB2AVOW5EM \
  | 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: 258faa788baee295478510740abadd2327b796920fba20ceb1c4d050c483512b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdfa29f95f2d938181088aa9a989acecca92ebed1019f1311ce0e0d30edf58ad",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-26T09:37:53Z",
    "title_canon_sha256": "0e548d087250cbe0bd1d48dacaf27027be87d689e0c84293cc6aa41bb5e261a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09184",
    "kind": "arxiv",
    "version": 2
  }
}