Pith Number

pith:KTOTSNS3

pith:2024:KTOTSNS3OLCZAG3TLZICDLAQD3

not attested not anchored not stored refs pending

Robustness to Model Approximation, Model Learning From Data, and Sample Complexity in Wasserstein Regular MDPs

Serdar Y\"uksel, Yanglei Song, Yichen Zhou

arxiv:2410.14116 v6 · 2024-10-18 · eess.SY · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTOTSNS3OLCZAG3TLZICDLAQD3}

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

Approximations and Learning for Decentralized Stochastic Control and Near Optimal Finite Window Policies

Receipt and verification

First computed	2026-07-24T01:24:01.698698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54dd39365b72c5901b735e5021ac101ec4383430e268810eafcce2c58fe95abe

Aliases

arxiv: 2410.14116 · arxiv_version: 2410.14116v6 · doi: 10.48550/arxiv.2410.14116 · pith_short_12: KTOTSNS3OLCZ · pith_short_16: KTOTSNS3OLCZAG3T · pith_short_8: KTOTSNS3

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/KTOTSNS3OLCZAG3TLZICDLAQD3 \
  | 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: 54dd39365b72c5901b735e5021ac101ec4383430e268810eafcce2c58fe95abe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94a7f05cf8ff68423143ff7deb27763660835e6839738fea5eb4dfcdf569ab1a",
    "cross_cats_sorted": [
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-10-18T02:01:47Z",
    "title_canon_sha256": "9bd7ac79e9e8ba7183a6eaf156c85c3a6b1dfebe54f8f7952e470ebd5a1345c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14116",
    "kind": "arxiv",
    "version": 6
  }
}