Pith Number

pith:PLSN4G3A

pith:2024:PLSN4G3AY2R3LTTGDUX3Y5YEGG

not attested not anchored not stored refs pending

Policy-Guided Diffusion

Benjamin Ellis, Cong Lu, Jakob Foerster, Matthew Thomas Jackson, Michael Tryfan Matthews, Shimon Whiteson

arxiv:2404.06356 v1 · 2024-04-09 · 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{PLSN4G3AY2R3LTTGDUX3Y5YEGG}

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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

9 papers in Pith

Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents

From Noise to Control: Parameterized Diffusion Policies

Cross-Domain Energy-Guided Diffusion Generation for Off-Dynamics Reinforcement Learning

BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning

DAWM: Diffusion Action World Models for Offline Reinforcement Learning via Action-Inferred Transitions

Receipt and verification

First computed	2026-07-05T08:06:08.077019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ae4de1b60c6a3b5ce661d2fbc77043187d17a8d96e8dd5c7d981a07bf1fb536

Aliases

arxiv: 2404.06356 · arxiv_version: 2404.06356v1 · doi: 10.48550/arxiv.2404.06356 · pith_short_12: PLSN4G3AY2R3 · pith_short_16: PLSN4G3AY2R3LTTG · pith_short_8: PLSN4G3A

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/PLSN4G3AY2R3LTTGDUX3Y5YEGG \
  | 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: 7ae4de1b60c6a3b5ce661d2fbc77043187d17a8d96e8dd5c7d981a07bf1fb536

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8145822fecc2c1f67c4539cef3a4841c0353159f2704c009aaad322bf249bf3f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-09T14:46:48Z",
    "title_canon_sha256": "67a3a9f9564ce404ac12db6471e2ae1cadebf183f80d3ee7d17dd30a43b64e01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.06356",
    "kind": "arxiv",
    "version": 1
  }
}