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Pith Number

pith:WFEZ3GZI

pith:2017:WFEZ3GZI4N5RUJTDFLKW5CMLCW
not attested not anchored not stored refs pending

Simultaneous active parameter estimation and control using sampling-based Bayesian reinforcement learning

Mykel Kochenderfer, Patrick Slade, Preston Culbertson, Zachary Sunberg

arxiv:1707.09055 v1 · 2017-07-27 · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WFEZ3GZI4N5RUJTDFLKW5CMLCW}

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 2026-05-18T00:39:17.222296Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b1499d9b28e37b1a26632ad56e898b158ddfb4ce0ce87d016f9eba41e7b14a14

Aliases

arxiv: 1707.09055 · arxiv_version: 1707.09055v1 · doi: 10.48550/arxiv.1707.09055 · pith_short_12: WFEZ3GZI4N5R · pith_short_16: WFEZ3GZI4N5RUJTD · pith_short_8: WFEZ3GZI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WFEZ3GZI4N5RUJTDFLKW5CMLCW \
  | 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: b1499d9b28e37b1a26632ad56e898b158ddfb4ce0ce87d016f9eba41e7b14a14
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fb849a87100a65492e905633936c10f1c2c39e3ec5d3a220ab842d59b6bb5176",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2017-07-27T21:44:37Z",
    "title_canon_sha256": "b495d58dbee975b88bc0ec4b53316ed228a29cf3d285ad9b980aca57c92edd3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.09055",
    "kind": "arxiv",
    "version": 1
  }
}