Pith Number

pith:WBEMYJDQ

pith:2012:WBEMYJDQX4HJ5G5GGNV74LEWEA

not attested not anchored not stored refs pending

Model-Based Bayesian Reinforcement Learning in Large Structured Domains

Joelle Pineau, Stephane Ross

arxiv:1206.3281 v1 · 2012-06-13 · 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{WBEMYJDQX4HJ5G5GGNV74LEWEA}

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	2026-05-18T03:53:30.781407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b048cc2470bf0e9e9ba6336bfe2c962031708e85b09579655d40fb5848c07a2e

Aliases

arxiv: 1206.3281 · arxiv_version: 1206.3281v1 · doi: 10.48550/arxiv.1206.3281 · pith_short_12: WBEMYJDQX4HJ · pith_short_16: WBEMYJDQX4HJ5G5G · pith_short_8: WBEMYJDQ

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/WBEMYJDQX4HJ5G5GGNV74LEWEA \
  | 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: b048cc2470bf0e9e9ba6336bfe2c962031708e85b09579655d40fb5848c07a2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d650911061ffe9997adc124cc337fa7495e8248da502995f869770370a0c30b6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-06-13T15:43:32Z",
    "title_canon_sha256": "ae74b03bb2e3193dafd06b4470e8f3d02ea36dd4c47a7d65c2b721b8954a0926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.3281",
    "kind": "arxiv",
    "version": 1
  }
}