Pith Number

pith:DY6SHWTI

pith:2026:DY6SHWTIE2HRRVK5RWVBUPCEKU

not attested not anchored not stored refs pending

Robust Peak-cost Constrained Reinforcement Learning

Arnob Ghosh, Debdipta Goswami, Honghao Wei, Santosh Mohan Rajkumar, Shilpa Mukhopadhyay, Sourav Ganguly

arxiv:2607.15457 v1 · 2026-07-16 · 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{DY6SHWTIE2HRRVK5RWVBUPCEKU}

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	2026-07-20T00:18:35.022083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e3d23da68268f18d55d8daa1a3c4455000d988e06f2fee1f35a815bc8b1e2ce

Aliases

arxiv: 2607.15457 · arxiv_version: 2607.15457v1 · doi: 10.48550/arxiv.2607.15457 · pith_short_12: DY6SHWTIE2HR · pith_short_16: DY6SHWTIE2HRRVK5 · pith_short_8: DY6SHWTI

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/DY6SHWTIE2HRRVK5RWVBUPCEKU \
  | 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: 1e3d23da68268f18d55d8daa1a3c4455000d988e06f2fee1f35a815bc8b1e2ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d13795186ec9628d766c4b6e188a5ba3eca5bc73a3154ddc4dfdc1e1b2176d58",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-16T21:00:50Z",
    "title_canon_sha256": "7c0208ccdc562ef175b837dcf6114e7c797df32c674252da4d3312287aafd278"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15457",
    "kind": "arxiv",
    "version": 1
  }
}