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diffusers/examples/rl
Pedro Cuenca 1d7b4b60b7 Ruff: apply same rules as in transformers (#2827)
* Apply same ruff settings as in transformers

See https://github.com/huggingface/transformers/blob/main/pyproject.toml
Co-authored-by: Aaron Gokaslan <aaronGokaslan@gmail.com>

* Apply new style rules

* Style

Co-authored-by: Aaron Gokaslan <aaronGokaslan@gmail.com>

* style

* remove list, ruff wouldn't auto fix.

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Co-authored-by: Aaron Gokaslan <aaronGokaslan@gmail.com>
2023-03-27 16:18:57 +02:00
..

Overview

These examples show how to run Diffuser in Diffusers. There are two ways to use the script, run_diffuser_locomotion.py.

The key option is a change of the variable n_guide_steps. When n_guide_steps=0, the trajectories are sampled from the diffusion model, but not fine-tuned to maximize reward in the environment. By default, n_guide_steps=2 to match the original implementation.

You will need some RL specific requirements to run the examples:

pip install -f https://download.pytorch.org/whl/torch_stable.html \
                free-mujoco-py \
                einops \
                gym==0.24.1 \
                protobuf==3.20.1 \
                git+https://github.com/rail-berkeley/d4rl.git \
                mediapy \
                Pillow==9.0.0