Pith Number

pith:Y5YBKEUA

pith:2023:Y5YBKEUA3BQKFDG76XHIKZOS6I

not attested not anchored not stored refs pending

DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm

Anna Harutyunyan, Bernardo \'Avila Pires, Mark Rowland, Michal Valko, R\'emi Munos, Tadashi Kozuno, Yunhao Tang

arxiv:2305.18501 v1 · 2023-05-29 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y5YBKEUA3BQKFDG76XHIKZOS6I}

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	2026-07-05T06:15:01.719787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c770151280d860a28cdff5ce8565d2f21041fa59eb737c15910c2c61c412491d

Aliases

arxiv: 2305.18501 · arxiv_version: 2305.18501v1 · doi: 10.48550/arxiv.2305.18501 · pith_short_12: Y5YBKEUA3BQK · pith_short_16: Y5YBKEUA3BQKFDG7 · pith_short_8: Y5YBKEUA

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/Y5YBKEUA3BQKFDG76XHIKZOS6I \
  | 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: c770151280d860a28cdff5ce8565d2f21041fa59eb737c15910c2c61c412491d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c860d2813a07df0d5caf8e41f99b502f3132628fe3f46fe3f8a7a1c6ee8d5aee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-29T14:36:51Z",
    "title_canon_sha256": "149048dccff39ec2d2518d88c3155d7f25b207fedcc67e051a0a97705b2db7a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18501",
    "kind": "arxiv",
    "version": 1
  }
}