Pith Number

pith:BPLYRREV

pith:2020:BPLYRREV3S7PZAORWPVAKM5K35

not attested not anchored not stored refs pending

Critic Regularized Regression

Alexander Novikov, Bobak Shahriari, Caglar Gulcehre, Josh Merel, Jost Tobias Springenberg, Konrad Zolna, Nando de Freitas, Nicolas Heess, Noah Siegel, Scott Reed, Ziyu Wang

arxiv:2006.15134 v3 · 2020-06-26 · 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{BPLYRREV3S7PZAORWPVAKM5K35}

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.

Cited by

2 papers in Pith

What Matters in Learning from Offline Human Demonstrations for Robot Manipulation

Offline Reinforcement Learning with Implicit Q-Learning

Receipt and verification

First computed	2026-07-05T03:16:41.237200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bd788c495dcbefc81d1b3ea0533aadf5ecfda6a973b70845e11d1b568024c9e

Aliases

arxiv: 2006.15134 · arxiv_version: 2006.15134v3 · doi: 10.48550/arxiv.2006.15134 · pith_short_12: BPLYRREV3S7P · pith_short_16: BPLYRREV3S7PZAOR · pith_short_8: BPLYRREV

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/BPLYRREV3S7PZAORWPVAKM5K35 \
  | 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: 0bd788c495dcbefc81d1b3ea0533aadf5ecfda6a973b70845e11d1b568024c9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6613dcde59cd94d33a72389601fcf3d49e5432fc88b436222ff6766b2ecc3f63",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-26T17:50:26Z",
    "title_canon_sha256": "8594e4c5ddc0f803138fcda0f202892de48252fc7425ff5a30a5acb8392a23be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15134",
    "kind": "arxiv",
    "version": 3
  }
}