API
- Add
ray.is_initialized()
to check ifray.init()
has been called. #2818
Fixes and Improvements
- Fix issue in which
ray stop
fails to kill plasma object store. #2850 - Remove dependence on
psutil
. #2892
RLlib
- Set better default for VF clip PPO parameter to avoid silent performance degradation. #2921
- Reward clipping should default to off for non-Atari environments. #2904
- Fix LSTM failing to train on truncated sequences. #2898
Tune
- Fixed a small bug in trial pausing and cleaned up error messages. #2815