Pith Number

pith:ZVBMYROB

pith:2018:ZVBMYROB2TA3SIXAMLJDGJ6BXI

not attested not anchored not stored refs pending

Generalization and Regularization in DQN

Jesse Farebrother, Marlos C. Machado, Michael Bowling

arxiv:1810.00123 v3 · 2018-09-29 · 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{ZVBMYROB2TA3SIXAMLJDGJ6BXI}

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

8 papers in Pith

Bridging Performance and Generalization in Reinforcement Learning for Agile Flight

In Hindsight: A Smooth Reward for Steady Exploration

Generalizing from a few environments in safety-critical reinforcement learning

Reasoning and Generalization in RL: A Tool Use Perspective

Behavior-Consistent Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T00:34:13.390096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd42cc45c1d4c1b922e062d23327c1ba2ff286ecc747b629e784c7240cd98b1d

Aliases

arxiv: 1810.00123 · arxiv_version: 1810.00123v3 · doi: 10.48550/arxiv.1810.00123 · pith_short_12: ZVBMYROB2TA3 · pith_short_16: ZVBMYROB2TA3SIXA · pith_short_8: ZVBMYROB

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/ZVBMYROB2TA3SIXAMLJDGJ6BXI \
  | 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: cd42cc45c1d4c1b922e062d23327c1ba2ff286ecc747b629e784c7240cd98b1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "447ea4407ec498944a9267428fe0ede408923e43ebf09840ec079c6f6ef3a175",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-29T00:52:34Z",
    "title_canon_sha256": "e722447df5599d1c0340059f478306113b029bd51559a8bf28472e5d11b9fef6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00123",
    "kind": "arxiv",
    "version": 3
  }
}