Pith Number

pith:6HCSNN7O

pith:2019:6HCSNN7OV52M3VT4H4QSTUSBKD

not attested not anchored not stored refs pending

On Inductive Biases in Deep Reinforcement Learning

David Silver, Hado van Hasselt, Joseph Modayil, Matteo Hessel

arxiv:1907.02908 v1 · 2019-07-05 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HCSNN7OV52M3VT4H4QSTUSBKD}

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	2026-05-17T23:41:22.639669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1c526b7eeaf74cdd67c3f2129d24150e6724308ee7f9737f859868d8f27b4c2

Aliases

arxiv: 1907.02908 · arxiv_version: 1907.02908v1 · doi: 10.48550/arxiv.1907.02908 · pith_short_12: 6HCSNN7OV52M · pith_short_16: 6HCSNN7OV52M3VT4 · pith_short_8: 6HCSNN7O

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/6HCSNN7OV52M3VT4H4QSTUSBKD \
  | 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: f1c526b7eeaf74cdd67c3f2129d24150e6724308ee7f9737f859868d8f27b4c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33d38104297957af69a114013ceb06b85c26f7a07fb1003ede6f5cfbf9b0df43",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-05T16:14:55Z",
    "title_canon_sha256": "fba98bd15904f9fd04f034c12f00ede3a045f18ee17200801d106857f9085ce6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.02908",
    "kind": "arxiv",
    "version": 1
  }
}