Pith Number

pith:EDJTSMWD

pith:2025:EDJTSMWDP76D4VR3WN6SV473B3

not attested not anchored not stored refs pending

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

Matthias Schubert, Niklas Strauss, Xiao Han, Yusong Li, Zongyue Li

arxiv:2509.19538 v2 · 2025-09-23 · 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{EDJTSMWDP76D4VR3WN6SV473B3}

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

2 papers in Pith

PhyWorld: Physics-Faithful World Model for Video Generation

Human Cognition in Machines: A Unified Perspective of World Models

Receipt and verification

First computed	2026-05-18T03:09:34.567039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20d33932c37ffc3e563bb37d2af3fb0ec54089319661a0c4008407e4d78ce03c

Aliases

arxiv: 2509.19538 · arxiv_version: 2509.19538v2 · doi: 10.48550/arxiv.2509.19538 · pith_short_12: EDJTSMWDP76D · pith_short_16: EDJTSMWDP76D4VR3 · pith_short_8: EDJTSMWD

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/EDJTSMWDP76D4VR3WN6SV473B3 \
  | 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: 20d33932c37ffc3e563bb37d2af3fb0ec54089319661a0c4008407e4d78ce03c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6dde410f295dbce759ce3c13c610a8112d13827e3c16c28d3f76d8d90e95dd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-23T20:06:26Z",
    "title_canon_sha256": "0be0804235a0e4456838e6a8df500a9db702bd3d62e17d14362aec303ff0282f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.19538",
    "kind": "arxiv",
    "version": 2
  }
}