Pith Number

pith:HNHJBAP5

pith:2024:HNHJBAP5E3KYQLGOTUCJJJXA7R

not attested not anchored not stored refs pending

Iterated $Q$-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning

Boris Belousov, Carlo D'Eramo, Daniel Palenicek, Jan Peters, Th\'eo Vincent

arxiv:2403.02107 v6 · 2024-03-04 · 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{HNHJBAP5E3KYQLGOTUCJJJXA7R}

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	2026-07-05T10:43:35.167485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b4e9081fd26d5882cce9d0494a6e0fc6fc07a17b39ed056300a17e0958327c7

Aliases

arxiv: 2403.02107 · arxiv_version: 2403.02107v6 · doi: 10.48550/arxiv.2403.02107 · pith_short_12: HNHJBAP5E3KY · pith_short_16: HNHJBAP5E3KYQLGO · pith_short_8: HNHJBAP5

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/HNHJBAP5E3KYQLGOTUCJJJXA7R \
  | 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: 3b4e9081fd26d5882cce9d0494a6e0fc6fc07a17b39ed056300a17e0958327c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07798d049c5663b0e5d734916fef229848e86a0d7ef1ab69ec3d151d3b567df7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-04T15:07:33Z",
    "title_canon_sha256": "71b2a8a91181a46fd5487b297d869f95fbe9b1d0bf872df31cae3a20db3c0d70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02107",
    "kind": "arxiv",
    "version": 6
  }
}