Pith Number

pith:TCMMLHA7

pith:2025:TCMMLHA7FOZ2QXXRZ4TFZ77V5Q

not attested not anchored not stored refs pending

DIME:Diffusion-Based Maximum Entropy Reinforcement Learning

Daniel Palenicek, Denis Blessing, Ge Li, Georgia Chalvatzaki, Gerhard Neumann, Jan Peters, Onur Celik, Zechu Li

arxiv:2502.02316 v2 · 2025-02-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TCMMLHA7FOZ2QXXRZ4TFZ77V5Q}

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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

4 papers in Pith

Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching

GenPO++: Generative Policy Optimization with Jacobian-free Likelihood Ratios

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces

What Does Flow Matching Bring To TD Learning?

Receipt and verification

First computed	2026-07-05T11:19:03.269813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9898c59c1f2bb3a85ef1cf265cfff5ec14fa9508fa62e9a6829f24c896cbbaec

Aliases

arxiv: 2502.02316 · arxiv_version: 2502.02316v2 · doi: 10.48550/arxiv.2502.02316 · pith_short_12: TCMMLHA7FOZ2 · pith_short_16: TCMMLHA7FOZ2QXXR · pith_short_8: TCMMLHA7

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/TCMMLHA7FOZ2QXXRZ4TFZ77V5Q \
  | 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: 9898c59c1f2bb3a85ef1cf265cfff5ec14fa9508fa62e9a6829f24c896cbbaec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cdd74a8144e7b034df2dd0bdd50181693d4c55e54ddecd19f6a19f514e7e5fa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-04T13:37:14Z",
    "title_canon_sha256": "a21b9a2b8edc22978e097b4852bc5012c0ebb2c4fa89bfa92c65a49559e296f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02316",
    "kind": "arxiv",
    "version": 2
  }
}