Pith Number

pith:XB6HVMJH

pith:2025:XB6HVMJHVVRGENKTQ3XEY5HFHK

not attested not anchored not stored refs pending

SafeOR-Gym: A Benchmark Suite for Safe Reinforcement Learning Algorithms on Practical Operations Research Problems

Adam Elyoumi (1), Akshdeep Singh Ahluwalia (1), Annandale, Asha Ramanujam (1), Can Li (1) ((1) Davidson School of Chemical Engineering, Dimitri J. Papageorgiou (2), Engineering Company, ExxonMobil Technology, Hao Chen (1), IN (2) Energy Sciences, NJ), Purdue University, Sai Madhukiran Kompalli (1), Shraman Pal (1), West Lafayette

arxiv:2506.02255 v1 · 2025-06-02 · 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{XB6HVMJHVVRGENKTQ3XEY5HFHK}

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

CRAX: Fast Safe Reinforcement Learning Benchmarking

Receipt and verification

First computed	2026-07-05T11:14:35.368279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b87c7ab127ad6262355386ee4c74e53aac6d6dc98727491782c6f93d92ddbd41

Aliases

arxiv: 2506.02255 · arxiv_version: 2506.02255v1 · doi: 10.48550/arxiv.2506.02255 · pith_short_12: XB6HVMJHVVRG · pith_short_16: XB6HVMJHVVRGENKT · pith_short_8: XB6HVMJH

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/XB6HVMJHVVRGENKTQ3XEY5HFHK \
  | 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: b87c7ab127ad6262355386ee4c74e53aac6d6dc98727491782c6f93d92ddbd41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4890c6b2135fe3f1cd8565d2bf40ce81219f4fc8d4eaf13225cb331c15e13dd2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-02T20:59:45Z",
    "title_canon_sha256": "10ec153d2f1e494d098438c29e9c7bc38e362633072cd37f41bb28f02f808037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02255",
    "kind": "arxiv",
    "version": 1
  }
}