Tobias Rohrer ba77dd7c61 Fix to use float64 actions for off policy algorithms (#1572) ... * Added test cases where off policy algorithms fail with float64 actionspace * casting observations and actions to `np.float32` to unify behaviour between `ReplayBuffer` and `RolloutBuffer`. Fixing issue #1145 * reformatted using black * making test more restrictive by checking models action is float64 * added changelog entry * undo cast of observations as `preprocessing.preprocess_obs()` casts them to float32 anyways. * - Casting to float32 only, if action.dtype is float64 - Added cast to `DictReplayBuffer` as well * Added tests for multiple variations of continuous action types and observation spaces * applied reformatting by `make commit-checks` * Added typing and comment referring to description in merge request * Apply linter for single element slice * Rename helper and refactor tests * Update changelog and docstring --------- Co-authored-by: Antonin RAFFIN <antonin.raffin@ensta.org>		2023-07-24 16:38:03 +02:00
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changelog.rst	Fix to use float64 actions for off policy algorithms (#1572)	2023-07-24 16:38:03 +02:00
projects.rst	Docs: Add mobile-env to community projects (#1617)	2023-07-21 16:33:01 +02:00