Pith Number

pith:FRXIF2VT

pith:2025:FRXIF2VTK3BPBVITTDXOOURE47

not attested not anchored not stored refs pending

Action Space Reduction Strategies for Reinforcement Learning in Autonomous Driving

Elahe Delavari, Feeza Khan Khanzada, Jaerock Kwon

arxiv:2507.05251 v1 · 2025-07-07 · cs.RO · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRXIF2VTK3BPBVITTDXOOURE47}

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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

Optimality-Based Control Space Reduction for Infinite-Dimensional Control Spaces

Receipt and verification

First computed	2026-07-05T11:33:11.259242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c6e82eab356c2f0d51398eee75224e7edb4a7481b548b750273fdf13f911e11

Aliases

arxiv: 2507.05251 · arxiv_version: 2507.05251v1 · doi: 10.48550/arxiv.2507.05251 · pith_short_12: FRXIF2VTK3BP · pith_short_16: FRXIF2VTK3BPBVIT · pith_short_8: FRXIF2VT

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/FRXIF2VTK3BPBVITTDXOOURE47 \
  | 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: 2c6e82eab356c2f0d51398eee75224e7edb4a7481b548b750273fdf13f911e11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a2e3e2b333f5ee422ccca5868c6db59b0decc9f7a6f83d900d0d1075223df1d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-07-07T17:58:08Z",
    "title_canon_sha256": "43973a98f5f54f693b9b00656a73bd587757f6c950eff1451dcda0ff9b471dde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05251",
    "kind": "arxiv",
    "version": 1
  }
}