Pith Number

pith:UDZB46TM

pith:2018:UDZB46TMEOXHDVD47MKPGO2GN2

not attested not anchored not stored refs pending

Bayesian Reinforcement Learning in Factored POMDPs

Christopher Amato, Frans Oliehoek, Sammie Katt

arxiv:1811.05612 v1 · 2018-11-14 · 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{UDZB46TMEOXHDVD47MKPGO2GN2}

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

2 papers in Pith

What Type of Inference is Active Inference?

Expected Free Energy-based Planning as Variational Inference

Receipt and verification

First computed	2026-05-18T00:00:42.530588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0f21e7a6c23ae71d47cfb14f33b466e9503c5ea0a6580fcab13e5075ba90d9f

Aliases

arxiv: 1811.05612 · arxiv_version: 1811.05612v1 · doi: 10.48550/arxiv.1811.05612 · pith_short_12: UDZB46TMEOXH · pith_short_16: UDZB46TMEOXHDVD4 · pith_short_8: UDZB46TM

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/UDZB46TMEOXHDVD47MKPGO2GN2 \
  | 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: a0f21e7a6c23ae71d47cfb14f33b466e9503c5ea0a6580fcab13e5075ba90d9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "048126a7a5dbcfb82c8c0e0d683db81e4d689dc65782324589a67fd9da0e4a17",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-11-14T02:47:05Z",
    "title_canon_sha256": "65f0cb4907b5b577ce8b5d38fa4556171d3c1896451a7dd9489fb18de3ca361a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.05612",
    "kind": "arxiv",
    "version": 1
  }
}