Pith Number

pith:PBHW6S7D

pith:2018:PBHW6S7DXKLES4OLFCE3WQT5RZ

not attested not anchored not stored refs pending

Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

Nils M\"uller, Tobias Glasmachers

arxiv:1806.01224 v2 · 2018-06-04 · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PBHW6S7DXKLES4OLFCE3WQT5RZ}

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	2026-05-18T00:11:56.707768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

784f6f4be3ba964971cb2889bb427d8e4415089ebf9f2adb5424fb3c8b30a4c8

Aliases

arxiv: 1806.01224 · arxiv_version: 1806.01224v2 · doi: 10.48550/arxiv.1806.01224 · pith_short_12: PBHW6S7DXKLE · pith_short_16: PBHW6S7DXKLES4OL · pith_short_8: PBHW6S7D

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/PBHW6S7DXKLES4OLFCE3WQT5RZ \
  | 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: 784f6f4be3ba964971cb2889bb427d8e4415089ebf9f2adb5424fb3c8b30a4c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d00b1eb784d1f5a8d91ccab21e0ff325b9888386c747be09779a7260226c265",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-06-04T17:08:23Z",
    "title_canon_sha256": "6d52ffa8c0a128de76cd9491ac02e78ec57ad0bdfa069c2950e46e14f9bac39a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01224",
    "kind": "arxiv",
    "version": 2
  }
}