Pith Number

pith:NYJHYOBH

pith:2019:NYJHYOBHRMMFFKMF4TBTXX7HSA

not attested not anchored not stored refs pending

Exploring Model-based Planning with Policy Networks

Jimmy Ba, Tingwu Wang

arxiv:1906.08649 v1 · 2019-06-20 · cs.LG · cs.AI · cs.RO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NYJHYOBHRMMFFKMF4TBTXX7HSA}

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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

5 papers in Pith

MODIP: Efficient Model-Based Optimization for Diffusion Policies

Mastering Atari with Discrete World Models

Dream to Control: Learning Behaviors by Latent Imagination

Hyperfastrl: Hypernetwork-based reinforcement learning for unified control of parametric chaotic PDEs

WOMBET: World Model-Based Experience Transfer for Robust and Sample-efficient Reinforcement Learning

Receipt and verification

First computed	2026-05-17T23:42:49.977442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e127c38278b1852a985e4c33bdfe79000b42e9cd7329866c94cb9c80d21219c

Aliases

arxiv: 1906.08649 · arxiv_version: 1906.08649v1 · doi: 10.48550/arxiv.1906.08649 · pith_short_12: NYJHYOBHRMMF · pith_short_16: NYJHYOBHRMMFFKMF · pith_short_8: NYJHYOBH

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/NYJHYOBHRMMFFKMF4TBTXX7HSA \
  | 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: 6e127c38278b1852a985e4c33bdfe79000b42e9cd7329866c94cb9c80d21219c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "116d9583a5a50d5bcd891c570bf58631d190b2058f294346da5c01e0a9f20cb6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-20T14:13:12Z",
    "title_canon_sha256": "18b1fcedcb4cd2060009a4fb7d56fc6aa95e6320e1dffca00c457e68419b2ac6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.08649",
    "kind": "arxiv",
    "version": 1
  }
}