Pith Number

pith:HQSDMYTU

pith:2023:HQSDMYTU2HN5LZUNPAVLVW72YV

not attested not anchored not stored refs pending

Efficient Diffusion Policies for Offline Reinforcement Learning

Bingyi Kang, Chao Du, Shuicheng Yan, Tianyu Pang, Xiao Ma

arxiv:2305.20081 v2 · 2023-05-31 · 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{HQSDMYTU2HN5LZUNPAVLVW72YV}

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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

3 papers in Pith

MODIP: Efficient Model-Based Optimization for Diffusion Policies

Lagrangian Perturbation Diffusion Steering: Latent Reinforcement Learning for Generative Policies

Resilience Through Escalation: A Graph-Based PACE Architecture for Satellite Threat Response

Receipt and verification

First computed	2026-07-05T07:05:31.212849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c24366274d1dbd5e68d782abadbfac574968cd3066aa3270acd6a6a01a71343

Aliases

arxiv: 2305.20081 · arxiv_version: 2305.20081v2 · doi: 10.48550/arxiv.2305.20081 · pith_short_12: HQSDMYTU2HN5 · pith_short_16: HQSDMYTU2HN5LZUN · pith_short_8: HQSDMYTU

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/HQSDMYTU2HN5LZUNPAVLVW72YV \
  | 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: 3c24366274d1dbd5e68d782abadbfac574968cd3066aa3270acd6a6a01a71343

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c5c761972742fb38ed3e76936409a99f9bf8355787bb37a42db31989fc65dcf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-31T17:55:21Z",
    "title_canon_sha256": "817776701ac7f6852343c99861c55921f70b742b8adc85321148dfd06ef7d207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.20081",
    "kind": "arxiv",
    "version": 2
  }
}