Pith Number

pith:BXLKENHK

pith:2018:BXLKENHKMSIQ5HUQOED6ORLW2B

not attested not anchored not stored refs pending

Decomposition Methods with Deep Corrections for Reinforcement Learning

Alireza Nakhaei, Kikuo Fujimura, Kyle Julian, Maxime Bouton, Mykel J. Kochenderfer

arxiv:1802.01772 v2 · 2018-02-06 · 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{BXLKENHKMSIQ5HUQOED6ORLW2B}

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	2026-05-17T23:48:02.077652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dd6a234ea64910e9e907107e74576d04085a627fd8bcafe1d4c991ebba36472

Aliases

arxiv: 1802.01772 · arxiv_version: 1802.01772v2 · doi: 10.48550/arxiv.1802.01772 · pith_short_12: BXLKENHKMSIQ · pith_short_16: BXLKENHKMSIQ5HUQ · pith_short_8: BXLKENHK

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/BXLKENHKMSIQ5HUQOED6ORLW2B \
  | 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: 0dd6a234ea64910e9e907107e74576d04085a627fd8bcafe1d4c991ebba36472

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6be719ac0a6a8088bc5eec37c130ae5455eb43ac154d09145378ee59e7b2bbd4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-06T03:02:22Z",
    "title_canon_sha256": "157a52dee13e88054ff96497bef044a935fbe5f3c2ea294c4a14f4bd1ed803ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.01772",
    "kind": "arxiv",
    "version": 2
  }
}