simillusion/planet-dmc-cartpole-swingup

reinforcement-learning model by simillusion

Older snapshot: check the original source for current information.

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

A demo checkpoint from Simulusion, an open-source PyTorch library that puts world models behind one API. It implements the paper Learning Latent Dynamics for Planning from Pixels (Hafner et al., ICML 2019). PlaNet has no policy network. At every step it searches over action sequences with the cross-entropy method inside its learned latent model, and executes the first action of the best plan. Trained from scratch for 75 minutes on a 4 GB RTX 3050 laptop GPU (action repeat 8). Evaluation return rose from 76 to 435; a recorded planner episode scores 388. This is a short demo run sized for a laptop GPU, meant to show what the model does.…

simillusion/planet-dmc-cartpole-swingup on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-11-01T05:27:30.932Z

Inside the original model card — Document outline

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Documentation belongs to its respective authors. Reported project/model license: mit. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

simillusion/planet-dmc-cartpole-swingup is a reinforcement-learning model repository published by simillusion on Hugging Face. The source reports the simulusion library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task: reinforcement-learning
Library: simulusion
Recent downloads (30 days): 0
Cumulative likes: 0
Hugging Face trending score: 0
Reported safetensors parameters: Not reported
Architecture: Not reported
License: mit
Access: Not gated by Hugging Face
Created: 2026-10-27T06:13:38.000Z
Last modified: 2026-10-27T06:13:53.000Z

Compatibility and lineage

Language coverage was not reported.

Base-model lineage was not included.

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion