Releases
ray-0.6.3
Core
Initial work on porting the build system to Bazel. #3918 , #3806 , #3867 , #3842
Allow starting Ray processes inside valgrind, gdb, tmux. #3824 , #3847
Stability improvements and bug fixes. #3861 , #3962 , #3958 , #3855 , #3736 , #3822 , #3821 , #3925
Convert Python C extensions to Cython. #3541
ray start
can now be used to start Java workers. #3838 , #3852
Enable LZ4 compression in pyarrow
build. #3931
Update Redis to version 5.0.3. #3886
Use one memory-mapped file for Plasma store. #3871 ,
Tune
Support for BayesOpt. #3864
Support for SigOpt. #3844
Support executing infinite recovery retries for a trial. #3901
Support export_formats
option to export policy graphs. #3868
Cluster and logging improvements. #3906
RLlib
Support for Asynchronous Proximal Policy Optimization (APPO). #3779
Support for MARWIL. #3635
Support for evaluation option in DQN. #3835
Bug fixes. #3865 , #3810 , #3938
Annotations for API stability. #3808
Autoscaler and Cluster Setup
Modin
Update Modin to 0.3.0. #3936
Known Issues
Object broadcasts on large clusters are inefficient. #2945
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