Pith Number

pith:XFQWT2RU

pith:2026:XFQWT2RUKVYSPY7QE7FGBMC6GX

not attested not anchored not stored refs pending

Performance Variation in Deep Reinforcement Learning

A. Rupam Mahmood, Haruto Tanaka

arxiv:2606.06746 v1 · 2026-06-04 · 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{XFQWT2RUKVYSPY7QE7FGBMC6GX}

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

Benchmarking Action Spaces in Reinforcement Learning for Vision-based Robotic Manipulation

Receipt and verification

First computed	2026-06-08T01:04:25.829947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b96169ea34557127e3f027ca60b05e35dc6c6137f652de7e47e029323207d34d

Aliases

arxiv: 2606.06746 · arxiv_version: 2606.06746v1 · doi: 10.48550/arxiv.2606.06746 · pith_short_12: XFQWT2RUKVYS · pith_short_16: XFQWT2RUKVYSPY7Q · pith_short_8: XFQWT2RU

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/XFQWT2RUKVYSPY7QE7FGBMC6GX \
  | 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: b96169ea34557127e3f027ca60b05e35dc6c6137f652de7e47e029323207d34d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e70e3f2d6a2a27e5e2398f3d3789133f8ab34058d3744ec57322e02c903c4f8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T21:59:47Z",
    "title_canon_sha256": "eaf52ffc352ebbcffb97668a369d7c1d6f46fc10fd7a983c6b45e2444481caca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06746",
    "kind": "arxiv",
    "version": 1
  }
}