Pith Number

pith:LH2GS6VE

pith:2017:LH2GS6VEUWYXUOIWIA7EV5OI7N

not attested not anchored not stored refs pending

Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control

Osmar R. Zaiane, Shangtong Zhang

arxiv:1712.00006 v2 · 2017-11-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LH2GS6VEUWYXUOIWIA7EV5OI7N}

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	2026-05-18T00:21:50.740512Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59f4697aa4a5b17a3916403e4af5c8fb42265d5a0dad3c60ed5ad188ad3f521a

Aliases

arxiv: 1712.00006 · arxiv_version: 1712.00006v2 · doi: 10.48550/arxiv.1712.00006 · pith_short_12: LH2GS6VEUWYX · pith_short_16: LH2GS6VEUWYXUOIW · pith_short_8: LH2GS6VE

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/LH2GS6VEUWYXUOIWIA7EV5OI7N \
  | 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: 59f4697aa4a5b17a3916403e4af5c8fb42265d5a0dad3c60ed5ad188ad3f521a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3001d23ea920dfe4ea0fb4b4f1e499783620c6e1a2de9ea45c8f23440a042a46",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-30T03:40:06Z",
    "title_canon_sha256": "c04847203a92848a03a350a0942a3a0380fbb08a82d85db901f10af798a61172"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.00006",
    "kind": "arxiv",
    "version": 2
  }
}