Pith Number

pith:6DI6NTJE

pith:2017:6DI6NTJEUZTIVOGAZNWGAGGD3M

not attested not anchored not stored refs pending

Action Branching Architectures for Deep Reinforcement Learning

Arash Tavakoli, Fabio Pardo, Petar Kormushev

arxiv:1711.08946 v2 · 2017-11-24 · 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{6DI6NTJEUZTIVOGAZNWGAGGD3M}

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	2026-05-17T23:55:34.647050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0d1e6cd24a6668ab8c0cb6c6018c3db010d1ee4d6c03d46bbded93656594159

Aliases

arxiv: 1711.08946 · arxiv_version: 1711.08946v2 · doi: 10.48550/arxiv.1711.08946 · pith_short_12: 6DI6NTJEUZTI · pith_short_16: 6DI6NTJEUZTIVOGA · pith_short_8: 6DI6NTJE

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/6DI6NTJEUZTIVOGAZNWGAGGD3M \
  | 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: f0d1e6cd24a6668ab8c0cb6c6018c3db010d1ee4d6c03d46bbded93656594159

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c29f7250ab50f4713b0f1c91ff67631211d3f0d1e24283fca00ecc23f5104748",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-24T12:45:30Z",
    "title_canon_sha256": "b5c84f053d422b9e390045c92d80ad6a642905239e0a665f230e88388f47ff22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.08946",
    "kind": "arxiv",
    "version": 2
  }
}