Pith Number

pith:IREHLT72

pith:2019:IREHLT72ECYHCK75322HLYSZYD

not attested not anchored not stored refs pending

Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model

Alex X. Lee, Anusha Nagabandi, Pieter Abbeel, Sergey Levine

arxiv:1907.00953 v4 · 2019-07-01 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{IREHLT72ECYHCK75322HLYSZYD}

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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

3 papers in Pith

Self-Supervised Multisensory Pretraining for Contact-Rich Robot Reinforcement Learning

Mastering Atari with Discrete World Models

Dream to Control: Learning Behaviors by Latent Imagination

Receipt and verification

First computed	2026-07-05T01:45:58.961528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

444875cffa20b0712bfddeb475e259c0d63c58c2ad4bd49c8fbe14ee8a611f4e

Aliases

arxiv: 1907.00953 · arxiv_version: 1907.00953v4 · doi: 10.48550/arxiv.1907.00953 · pith_short_12: IREHLT72ECYH · pith_short_16: IREHLT72ECYHCK75 · pith_short_8: IREHLT72

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/IREHLT72ECYHCK75322HLYSZYD \
  | 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: 444875cffa20b0712bfddeb475e259c0d63c58c2ad4bd49c8fbe14ee8a611f4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa8875e8f9e10bb4845c3f044d265c66cc2a0f5e4824e90b79cdb8ae5fb2065e",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-01T17:45:09Z",
    "title_canon_sha256": "e72201c5a104b941510e1d1a26c94b9ed61f8ce5d8c5870e28c9162efe755637"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.00953",
    "kind": "arxiv",
    "version": 4
  }
}