Pith Number

pith:OQFKJQUG

pith:2017:OQFKJQUGOS2IBSMX6LIBGHXAHV

not attested not anchored not stored refs pending

Deep Reinforcement Learning framework for Autonomous Driving

Ahmad El Sallab, Etienne Perot, Mohammed Abdou, Senthil Yogamani

arxiv:1704.02532 v1 · 2017-04-08 · stat.ML · cs.LG · cs.RO

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\usepackage{pith}
\pithnumber{OQFKJQUGOS2IBSMX6LIBGHXAHV}

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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

3 papers in Pith

SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning

Privacy Preserving Reinforcement Learning with One-Sided Feedback

Robust Adversarial Policy Optimization Under Dynamics Uncertainty

Receipt and verification

First computed	2026-05-18T00:46:45.225239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

740aa4c28674b480c997f2d0131ee03d49e712335899217f2d743556d1693098

Aliases

arxiv: 1704.02532 · arxiv_version: 1704.02532v1 · doi: 10.48550/arxiv.1704.02532 · pith_short_12: OQFKJQUGOS2I · pith_short_16: OQFKJQUGOS2IBSMX · pith_short_8: OQFKJQUG

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/OQFKJQUGOS2IBSMX6LIBGHXAHV \
  | 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: 740aa4c28674b480c997f2d0131ee03d49e712335899217f2d743556d1693098

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81b63beefd9e6343d2437a9274d09e1cb9a16a031c9b4a32b550e9bd39fbcd67",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-04-08T20:04:03Z",
    "title_canon_sha256": "77a333fc5f55f1655cf9bea1b173e5a8960dd54e8446a443ab6d2b6caa9fc7ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.02532",
    "kind": "arxiv",
    "version": 1
  }
}