Pith Number

pith:GACEFB24

pith:2021:GACEFB24V3TH2QMHUX6B3YPJDH

not attested not anchored not stored refs pending

Randomized Ensembled Double Q-Learning: Learning Fast Without a Model

Che Wang, Keith Ross, Xinyue Chen, Zijian Zhou

arxiv:2101.05982 v2 · 2021-01-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GACEFB24V3TH2QMHUX6B3YPJDH}

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

9 papers in Pith

OGPO: Sample Efficient Full-Finetuning of Generative Control Policies

Implicit Safety Alignment from Crowd Preferences

From Static Constraints to Dynamic Adaptation: Sample-Level Constraint Relaxation for Offline-to-Online Reinforcement Learning

EXPO: Stable Reinforcement Learning with Expressive Policies

From Static Constraints to Dynamic Adaptation: Sample-Level Constraint Relaxation for Offline-to-Online Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:24:13.357350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

300442875caee67d4187a5fc1de1e919c83010487ad94c8d91b200f40fd0409a

Aliases

arxiv: 2101.05982 · arxiv_version: 2101.05982v2 · doi: 10.48550/arxiv.2101.05982 · pith_short_12: GACEFB24V3TH · pith_short_16: GACEFB24V3TH2QMH · pith_short_8: GACEFB24

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/GACEFB24V3TH2QMHUX6B3YPJDH \
  | 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: 300442875caee67d4187a5fc1de1e919c83010487ad94c8d91b200f40fd0409a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cfc1c21cabec2ea2f778012763fbd723d2fb7379ce476afef606cccca464d64",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-15T06:25:58Z",
    "title_canon_sha256": "7401f584a16650c4c6ec5fed82f153687baedc7740202deed7b24b460f7b9c28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.05982",
    "kind": "arxiv",
    "version": 2
  }
}