Pith Number

pith:6RLUIZWF

pith:2021:6RLUIZWFAJP2DOR6KNPZDIAT2X

not attested not anchored not stored refs pending

Dropout Q-Functions for Doubly Efficient Reinforcement Learning

Taisei Hashimoto, Takahisa Imagawa, Takashi Onishi, Takuya Hiraoka, Yoshimasa Tsuruoka

arxiv:2110.02034 v2 · 2021-10-05 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{6RLUIZWFAJP2DOR6KNPZDIAT2X}

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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

6 papers in Pith

Learning to Play Piano in the Real World

SOPE: Stabilizing Off-Policy Evaluation for Online RL with Prior Data

Debiased Model-based Representations for Sample-efficient Continuous Control

SOPE: Stabilizing Off-Policy Evaluation for Online RL with Prior Data

Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning

Receipt and verification

First computed	2026-07-05T04:05:35.404774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4574466c5025fa1ba3e535f91a013d5d3f993144394993f0f225061af60786c

Aliases

arxiv: 2110.02034 · arxiv_version: 2110.02034v2 · doi: 10.48550/arxiv.2110.02034 · pith_short_12: 6RLUIZWFAJP2 · pith_short_16: 6RLUIZWFAJP2DOR6 · pith_short_8: 6RLUIZWF

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/6RLUIZWFAJP2DOR6KNPZDIAT2X \
  | 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: f4574466c5025fa1ba3e535f91a013d5d3f993144394993f0f225061af60786c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09f4c54539a828d64bd5572d34f1a484d233db132f0f2a65ff2a7abb8a73ea70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-05T13:28:11Z",
    "title_canon_sha256": "a3dc8ba52a642581d32be79031b0f91d43587b7ba467be54f066bf1dba5f4da5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02034",
    "kind": "arxiv",
    "version": 2
  }
}