Pith Number

pith:JBYRTBWK

pith:2023:JBYRTBWKRTECOKOZHKGZLCA537

not attested not anchored not stored refs pending

DiffCPS: Diffusion Model based Constrained Policy Search for Offline Reinforcement Learning

Junbo Tan, Linrui Zhang, Li Shen, Longxiang He, Xueqian Wang

arxiv:2310.05333 v2 · 2023-10-09 · 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{JBYRTBWKRTECOKOZHKGZLCA537}

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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

5 papers in Pith

Reversal Q-Learning

Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning

Steering Your Diffusion Policy with Latent Space Reinforcement Learning

Entropy-Regularized Adjoint Matching for Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:50:03.796589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48711986ca8cc82729d93a8d95881ddfcef69850e477f3ddc21ced9eb1ee8eba

Aliases

arxiv: 2310.05333 · arxiv_version: 2310.05333v2 · doi: 10.48550/arxiv.2310.05333 · pith_short_12: JBYRTBWKRTEC · pith_short_16: JBYRTBWKRTECOKOZ · pith_short_8: JBYRTBWK

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/JBYRTBWKRTECOKOZHKGZLCA537 \
  | 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: 48711986ca8cc82729d93a8d95881ddfcef69850e477f3ddc21ced9eb1ee8eba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8870c596e64fdf56d0c742af5129c6511e96e81f9924a496af63cf46751cda80",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-09T01:29:17Z",
    "title_canon_sha256": "6062542f4a608e9c13877cc2cbd145ba89bce80dd195efa11da890c3e58a0208"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05333",
    "kind": "arxiv",
    "version": 2
  }
}