Pith Number

pith:3ZHSQ2I6

pith:2015:3ZHSQ2I6R3T37ETVTNX6OJSO3M

not attested not anchored not stored refs pending

Dueling Network Architectures for Deep Reinforcement Learning

Hado van Hasselt, Marc Lanctot, Matteo Hessel, Nando de Freitas, Tom Schaul, Ziyu Wang

arxiv:1511.06581 v3 · 2015-11-20 · cs.LG

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

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	2026-05-18T01:17:46.933061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de4f28691e8ee7bf92759b6fe7264edb18f4b7d5c57892eb790cd3fc3dffc7ae

Aliases

arxiv: 1511.06581 · arxiv_version: 1511.06581v3 · doi: 10.48550/arxiv.1511.06581 · pith_short_12: 3ZHSQ2I6R3T3 · pith_short_16: 3ZHSQ2I6R3T37ETV · pith_short_8: 3ZHSQ2I6

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/3ZHSQ2I6R3T37ETVTNX6OJSO3M \
  | 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: de4f28691e8ee7bf92759b6fe7264edb18f4b7d5c57892eb790cd3fc3dffc7ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9ce4af50cbca545fef340d09a714e990e6197db0d28bf47bf31436f03186e5a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-20T13:07:54Z",
    "title_canon_sha256": "ace1e6d10a3703390b2d84cd1eacb674f97ae5bf67b657945645a79cc2cb1fbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06581",
    "kind": "arxiv",
    "version": 3
  }
}