Pith Number

pith:RTWF4ZMP

pith:2018:RTWF4ZMPMTKPOLGBYZJLIQM36U

not attested not anchored not stored refs pending

Satisficing in Time-Sensitive Bandit Learning

Benjamin Van Roy, Daniel Russo

arxiv:1803.02855 v2 · 2018-03-07 · cs.LG · 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{RTWF4ZMPMTKPOLGBYZJLIQM36U}

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.

Cited by

1 paper in Pith

Not all uncertainty is alike: volatility, stochasticity, and exploration

Receipt and verification

First computed	2026-07-05T00:32:09.913491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cec5e658f64d4f72cc1c652b4419bf53a923f65ddba01a98097dd55c8ca7fb6

Aliases

arxiv: 1803.02855 · arxiv_version: 1803.02855v2 · doi: 10.48550/arxiv.1803.02855 · pith_short_12: RTWF4ZMPMTKP · pith_short_16: RTWF4ZMPMTKPOLGB · pith_short_8: RTWF4ZMP

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/RTWF4ZMPMTKPOLGBYZJLIQM36U \
  | 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: 8cec5e658f64d4f72cc1c652b4419bf53a923f65ddba01a98097dd55c8ca7fb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a90d2a0332e2e70d37bcadc94e00ed33f93b93ed2b7f2d5a02f443a5e06301df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-07T19:41:44Z",
    "title_canon_sha256": "6e4b96250bfb8c630af96a8237455d3f0603b34a52acb59d1a91656e5b3cd7d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.02855",
    "kind": "arxiv",
    "version": 2
  }
}