Pith Number

pith:D5YYPRKP

pith:2016:D5YYPRKPGDPLVIO4YICD6HZDV4

not attested not anchored not stored refs pending

Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks

Finale Doshi-Velez, Jos\'e Miguel Hern\'andez-Lobato, Stefan Depeweg, Steffen Udluft

arxiv:1605.07127 v3 · 2016-05-23 · stat.ML · 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{D5YYPRKPGDPLVIO4YICD6HZDV4}

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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

Calibrated Model-Based Deep Reinforcement Learning

Uncertainty-aware Model-based Policy Optimization

On Divergence Measures for Training GFlowNets

Receipt and verification

First computed	2026-05-18T00:49:06.754974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f7187c54f30debaa1dcc2043f1f23af30e35e037c596026dde8e692669c968d

Aliases

arxiv: 1605.07127 · arxiv_version: 1605.07127v3 · doi: 10.48550/arxiv.1605.07127 · pith_short_12: D5YYPRKPGDPL · pith_short_16: D5YYPRKPGDPLVIO4 · pith_short_8: D5YYPRKP

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/D5YYPRKPGDPLVIO4YICD6HZDV4 \
  | 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: 1f7187c54f30debaa1dcc2043f1f23af30e35e037c596026dde8e692669c968d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d96e7d36a318ac014685664f5ce10fa9b07c8525aac0e00f991889ced58369d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-05-23T18:28:15Z",
    "title_canon_sha256": "637729449f5a19fd8f3e3137165bc7a1ffd864627d0cb72886d5000aa67f2c63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.07127",
    "kind": "arxiv",
    "version": 3
  }
}