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Update README.md

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@@ -3,8 +3,9 @@ task_categories:
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  - reinforcement-learning
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  - robotics
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  ---
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- This dataset contains sequences of actions, motor angles and pendulum angles for a [rotary inverted pendulum robot](https://github.com/armandpl/furuta). I collected it while training it to swing up and balance ([wandb run](https://wandb.ai/armandpl/furuta2/runs/bc2yhhpg)).
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- Angles are in radian. The action maps to the motor voltage with:
 
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  ```Python
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  deadzone = 0.1
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  center = 0.05
 
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  - reinforcement-learning
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  - robotics
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  ---
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+ This dataset contains sequences of actions, motor angles and pendulum angles as well as velocities for a [rotary inverted pendulum robot](https://github.com/armandpl/furuta). I collected it while training it to swing up and balance ([wandb run](https://wandb.ai/armandpl/furuta2/runs/bc2yhhpg)).
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+ Angles are in radian. Velocities were computed from the angles and fed to the policy.
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+ The action maps to the motor voltage with:
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  ```Python
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  deadzone = 0.1
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  center = 0.05