Pith Number

pith:BVHCVIQK

pith:2026:BVHCVIQKSWIIIS33GKSE2GGH37

not attested not anchored not stored refs pending

Theoretical Foundations and Effective Algorithms for Policy-Aware Simulator Learning

Christoph Dann, Mehryar Mohri, Yishay Mansour

arxiv:2605.29032 v1 · 2026-05-27 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BVHCVIQKSWIIIS33GKSE2GGH37}

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.

Receipt and verification

First computed	2026-05-29T01:04:43.972889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d4e2aa20a9590844b7b32a44d18c7dfc8333499a8fa01a72d7583e38345fcc0

Aliases

arxiv: 2605.29032 · arxiv_version: 2605.29032v1 · doi: 10.48550/arxiv.2605.29032 · pith_short_12: BVHCVIQKSWII · pith_short_16: BVHCVIQKSWIIIS33 · pith_short_8: BVHCVIQK

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/BVHCVIQKSWIIIS33GKSE2GGH37 \
  | 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: 0d4e2aa20a9590844b7b32a44d18c7dfc8333499a8fa01a72d7583e38345fcc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c56b0c790c1ed0c762c717dbcfbdc938079afe505e3f5170ff88f297d56c436",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T19:31:37Z",
    "title_canon_sha256": "dee1828ac55b776c4d4fe72959f813254890e14e08615d880c3614374e37b33a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29032",
    "kind": "arxiv",
    "version": 1
  }
}