Pith Number

pith:SFJBFLHS

pith:2023:SFJBFLHSBZSXAJOYDG7NG7APNZ

not attested not anchored not stored refs pending

Intrinsic Motivation in Model-based Reinforcement Learning: A Brief Review

Aleksandr I. Panov, Artem Latyshev

arxiv:2301.10067 v1 · 2023-01-24 · 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{SFJBFLHSBZSXAJOYDG7NG7APNZ}

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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

1 paper in Pith

Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm

Receipt and verification

First computed	2026-07-05T05:35:37.551815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

915212acf20e657025d819bed37c0f6e633a2732272e46c0abce27ddbca64934

Aliases

arxiv: 2301.10067 · arxiv_version: 2301.10067v1 · doi: 10.48550/arxiv.2301.10067 · pith_short_12: SFJBFLHSBZSX · pith_short_16: SFJBFLHSBZSXAJOY · pith_short_8: SFJBFLHS

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/SFJBFLHSBZSXAJOYDG7NG7APNZ \
  | 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: 915212acf20e657025d819bed37c0f6e633a2732272e46c0abce27ddbca64934

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ebdd4fbfb809d232d94162cae2f9802ef79c3ca2d44b2f7bbeae6297415ac07",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-24T15:13:02Z",
    "title_canon_sha256": "9c22484763bc83ffca173d32c77a3efa3cf61993cb2e1f410d17b1f44c30acc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.10067",
    "kind": "arxiv",
    "version": 1
  }
}