Pith Number

pith:457I422Q

pith:2024:457I422Q5J6MHR7UQ4EEDRDCY7

not attested not anchored not stored refs pending

MuDreamer: Learning Predictive World Models without Reconstruction

Maxime Burchi, Radu Timofte

arxiv:2405.15083 v1 · 2024-05-23 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{457I422Q5J6MHR7UQ4EEDRDCY7}

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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

Behavior-Invariant Task Representation Learning with Transformer-based World Models for Offline Meta-Reinforcement Learning

Dreamer-CDP: Improving Reconstruction-free World Models Via Continuous Deterministic Representation Prediction

Predictive but Not Plannable: RC-aux for Latent World Models

Receipt and verification

First computed	2026-07-05T08:22:44.928896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e77e8e6b50ea7cc3c7f4870841c462c7dc5122ae3b86e2755e7cb26bacb4389c

Aliases

arxiv: 2405.15083 · arxiv_version: 2405.15083v1 · doi: 10.48550/arxiv.2405.15083 · pith_short_12: 457I422Q5J6M · pith_short_16: 457I422Q5J6MHR7U · pith_short_8: 457I422Q

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/457I422Q5J6MHR7UQ4EEDRDCY7 \
  | 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: e77e8e6b50ea7cc3c7f4870841c462c7dc5122ae3b86e2755e7cb26bacb4389c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfa3c7aa2aed5d2a12141c95d7447dc6e4d2273a911e2b164af61e58143be998",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-23T22:09:01Z",
    "title_canon_sha256": "e1f3b9e3a1f72b7d44c0426ee3b69b8ab18b8a61a6a8aadd2b8e725d999e6aad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15083",
    "kind": "arxiv",
    "version": 1
  }
}