Pith Number

pith:LFQJXD4H

pith:2024:LFQJXD4HMREF3D375TF4EZP473

not attested not anchored not stored refs pending

Distributionally Robust Constrained Reinforcement Learning under Strong Duality

Adam Wierman, Kishan Panaganti, Laixi Shi, Yanan Sui, Yisong Yue, Zhengfei Zhang

arxiv:2406.15788 v1 · 2024-06-22 · 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{LFQJXD4HMREF3D375TF4EZP473}

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

Stationary Robust Mean-Field Games under Model Mismatches

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form

Receipt and verification

First computed	2026-07-05T08:35:27.698847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59609b8f8764485d8f7feccbc265fcfec486bd9d29e64971ed15328cf6838d80

Aliases

arxiv: 2406.15788 · arxiv_version: 2406.15788v1 · doi: 10.48550/arxiv.2406.15788 · pith_short_12: LFQJXD4HMREF · pith_short_16: LFQJXD4HMREF3D37 · pith_short_8: LFQJXD4H

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/LFQJXD4HMREF3D375TF4EZP473 \
  | 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: 59609b8f8764485d8f7feccbc265fcfec486bd9d29e64971ed15328cf6838d80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d93c321a1f8a19ac67a8ebaa14d31edb902ed2f777cd735fb922af50979a0d20",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-22T08:51:57Z",
    "title_canon_sha256": "cd60693b8f994c092ffc83e0606c8dda2bafb9f3b4df4e16a3aa377007f476a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15788",
    "kind": "arxiv",
    "version": 1
  }
}