Pith Number

pith:2QYOEIHD

pith:2023:2QYOEIHDIFSNFIS6UZR4PC26UG

not attested not anchored not stored refs pending

Extreme Q-Learning: MaxEnt RL without Entropy

Divyansh Garg, Joey Hejna, Matthieu Geist, Stefano Ermon

arxiv:2301.02328 v2 · 2023-01-05 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2QYOEIHDIFSNFIS6UZR4PC26UG}

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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

7 papers in Pith

Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning

Peng's Q($\lambda$) for Conservative Value Estimation in Offline Reinforcement Learning

Spectral Souping: A Unified Framework for Online Preference Alignment

IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies

Beyond Autoregressive RTG: Conditioning via Injection Outside Sequential Modeling in Decision Transformer

Receipt and verification

First computed	2026-07-05T05:46:53.097679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d430e220e34164d2a25ea663c78b5ea189c16e603365706d6880710b5b7eda65

Aliases

arxiv: 2301.02328 · arxiv_version: 2301.02328v2 · doi: 10.48550/arxiv.2301.02328 · pith_short_12: 2QYOEIHDIFSN · pith_short_16: 2QYOEIHDIFSNFIS6 · pith_short_8: 2QYOEIHD

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/2QYOEIHDIFSNFIS6UZR4PC26UG \
  | 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: d430e220e34164d2a25ea663c78b5ea189c16e603365706d6880710b5b7eda65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddaa858d4b4fd532354e164c19d0dd9d1f0c161911168d997f463e07512725f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-05T23:14:38Z",
    "title_canon_sha256": "0edcebd3b4e6dcfa779c9358cd3382ab88a4861f719a66ee098bc3a7fb26acfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.02328",
    "kind": "arxiv",
    "version": 2
  }
}