Pith Number

pith:VVYNVDQG

pith:2024:VVYNVDQG3PXDHCWEPVDJTICU4E

not attested not anchored not stored refs pending

Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning

Abdullah Akg\"ul, Manuel Hau{\ss}mann, Melih Kandemir

arxiv:2406.04088 v3 · 2024-06-06 · 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{VVYNVDQG3PXDHCWEPVDJTICU4E}

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

1 paper in Pith

Offline Diffusion Policy for Multi-User Delay-Constrained Scheduling

Receipt and verification

First computed	2026-07-05T10:01:33.825723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad70da8e06dbee338ac47d4699a054e13f6fa94158cdf8d835dcb23d587a47e1

Aliases

arxiv: 2406.04088 · arxiv_version: 2406.04088v3 · doi: 10.48550/arxiv.2406.04088 · pith_short_12: VVYNVDQG3PXD · pith_short_16: VVYNVDQG3PXDHCWE · pith_short_8: VVYNVDQG

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/VVYNVDQG3PXDHCWEPVDJTICU4E \
  | 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: ad70da8e06dbee338ac47d4699a054e13f6fa94158cdf8d835dcb23d587a47e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca644bc79e0e6ada0f695f272ac81d2eafb88bbbcdaf8ad8fb405ed240c81494",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T13:58:41Z",
    "title_canon_sha256": "0cba5465a9fc23378b5a6c3f6fd66472316d342ee794b2dcab4bcf59e5ae4539"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04088",
    "kind": "arxiv",
    "version": 3
  }
}