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Noting myself that this is due to the change in tune's debug mode handling. A fix is to add os.chdir(self.logdir) in the beginning of the ExperimentRunner setup.
In debug mode, saves to "softlearning/videos" instead of under the user's home directory "~/ray_results/...". Works fine using
run_example_local
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