2022-11-29 23:37:53 +00:00
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---
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title: Vector Wrappers
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---
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# Vector Environment Wrappers
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2023-03-25 11:32:36 +00:00
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```{eval-rst}
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.. autoclass:: gymnasium.experimental.vector.VectorWrapper
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```
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2023-07-13 12:33:16 +01:00
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## Vector Observation Wrappers
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2022-11-29 23:37:53 +00:00
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2023-03-25 11:32:36 +00:00
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```{eval-rst}
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.. autoclass:: gymnasium.experimental.vector.VectorObservationWrapper
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.. autoclass:: gymnasium.experimental.wrappers.vector.LambdaObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.FilterObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.FlattenObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.GrayscaleObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.ResizeObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.ReshapeObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.RescaleObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.DtypeObservationV0
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2023-03-25 11:32:36 +00:00
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```
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2023-07-13 12:33:16 +01:00
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## Vector Action Wrappers
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2022-11-29 23:37:53 +00:00
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2023-03-25 11:32:36 +00:00
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```{eval-rst}
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.. autoclass:: gymnasium.experimental.vector.VectorActionWrapper
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.. autoclass:: gymnasium.experimental.wrappers.vector.LambdaActionV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.ClipActionV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.RescaleActionV0
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2023-03-25 11:32:36 +00:00
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```
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2023-07-13 12:33:16 +01:00
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## Vector Reward Wrappers
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2022-11-29 23:37:53 +00:00
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2023-03-25 11:32:36 +00:00
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```{eval-rst}
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.. autoclass:: gymnasium.experimental.vector.VectorRewardWrapper
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.. autoclass:: gymnasium.experimental.wrappers.vector.LambdaRewardV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.ClipRewardV0
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2023-03-25 11:32:36 +00:00
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```
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2023-07-13 12:33:16 +01:00
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## More Vector Wrappers
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2023-03-25 11:32:36 +00:00
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```{eval-rst}
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.. autoclass:: gymnasium.experimental.wrappers.vector.RecordEpisodeStatisticsV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.DictInfoToListV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.VectorizeLambdaObservationV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.VectorizeLambdaActionV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.VectorizeLambdaRewardV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.JaxToNumpyV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.JaxToTorchV0
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.. autoclass:: gymnasium.experimental.wrappers.vector.NumpyToTorchV0
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2023-03-25 11:32:36 +00:00
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```
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