Pith Number

pith:JDYAJTFS

pith:2016:JDYAJTFSNC6AOIIIMVEM52FDSB

not attested not anchored not stored refs pending

Safe Exploration in Finite Markov Decision Processes with Gaussian Processes

Andreas Krause, Felix Berkenkamp, Matteo Turchetta

arxiv:1606.04753 v2 · 2016-06-15 · cs.LG · cs.AI · cs.RO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDYAJTFSNC6AOIIIMVEM52FDSB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

Concrete Problems in AI Safety

Receipt and verification

First computed	2026-05-18T00:52:02.021566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48f004ccb268bc0721086548cee8a3906c9944a3f72b69164cd911e6cdd43b6e

Aliases

arxiv: 1606.04753 · arxiv_version: 1606.04753v2 · doi: 10.48550/arxiv.1606.04753 · pith_short_12: JDYAJTFSNC6A · pith_short_16: JDYAJTFSNC6AOIII · pith_short_8: JDYAJTFS

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/JDYAJTFSNC6AOIIIMVEM52FDSB \
  | 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: 48f004ccb268bc0721086548cee8a3906c9944a3f72b69164cd911e6cdd43b6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "087ec504a17ebc9b1996e3f5147b2298efd2ac04610e1b4002b6d09507462bd7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-06-15T13:18:30Z",
    "title_canon_sha256": "c24719c215c66532e5900e6ac6825ff194fb874fe432c4e641b6eb2de30df30a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.04753",
    "kind": "arxiv",
    "version": 2
  }
}