Pith Number

pith:NSXBVJCV

pith:2025:NSXBVJCV5WOZB6OMW3NRWOAWXD

not attested not anchored not stored refs pending

Maximum Entropy Reinforcement Learning with Diffusion Policy

Jian Cheng, Xiaoyi Dong, Xi Sheryl Zhang

arxiv:2502.11612 v3 · 2025-02-17 · 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{NSXBVJCV5WOZB6OMW3NRWOAWXD}

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

6 papers in Pith

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

Scaling World-Model Reinforcement Learning Through Diffusion Policy Optimization

D2 Actor Critic: Diffusion Actor Meets Distributional Critic

How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?

Decentralized Diffusion Policy Learning for Enhanced Exploration in Cooperative Multi-agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:16:55.126260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cae1aa455ed9d90f9ccb6db1b3816b8ed6811a018679a840f69e9a6a8a511e4

Aliases

arxiv: 2502.11612 · arxiv_version: 2502.11612v3 · doi: 10.48550/arxiv.2502.11612 · pith_short_12: NSXBVJCV5WOZ · pith_short_16: NSXBVJCV5WOZB6OM · pith_short_8: NSXBVJCV

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/NSXBVJCV5WOZB6OMW3NRWOAWXD \
  | 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: 6cae1aa455ed9d90f9ccb6db1b3816b8ed6811a018679a840f69e9a6a8a511e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1eb27fcfb6d45ef4d96319d59f6029cc1efee437b5fbb45a4178f2fa1bf0eb7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-17T09:55:58Z",
    "title_canon_sha256": "c19cb5a4658112cb978f87aa69357bf020dab8abdf8defb32b2a6d8b5889464c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11612",
    "kind": "arxiv",
    "version": 3
  }
}