Pith Number

pith:KECMUOV4

pith:2024:KECMUOV4SAIYZB5VOLIBGWW42B

not attested not anchored not stored refs pending

Augmenting Offline Reinforcement Learning with State-only Interactions

Shangzhe Li, Xinhua Zhang

arxiv:2402.00807 v2 · 2024-02-01 · 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{KECMUOV4SAIYZB5VOLIBGWW42B}

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

Energy-based Compositional Diffusion Planning

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

Receipt and verification

First computed	2026-07-05T09:14:53.641099Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5104ca3abc90118c87b572d0135adcd07f7e379cfd74ccd2c8474ade0001ef88

Aliases

arxiv: 2402.00807 · arxiv_version: 2402.00807v2 · doi: 10.48550/arxiv.2402.00807 · pith_short_12: KECMUOV4SAIY · pith_short_16: KECMUOV4SAIYZB5V · pith_short_8: KECMUOV4

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/KECMUOV4SAIYZB5VOLIBGWW42B \
  | 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: 5104ca3abc90118c87b572d0135adcd07f7e379cfd74ccd2c8474ade0001ef88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15e7dc3a0b623b10eb5d07a27e687f3ccf34e329f71f31a20c86402cb70f9fa2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T17:44:11Z",
    "title_canon_sha256": "442a01db5c3d6708169a7917c96c80bc341ffb344a3211cfed14b3cfa1a8afb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00807",
    "kind": "arxiv",
    "version": 2
  }
}