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Update changelog before Release 18 branch (#5412)
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Chris Elion authored Jun 2, 2021
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## [Unreleased]
### Major Changes
#### com.unity.ml-agents / com.unity.ml-agents.extensions (C#)
#### ml-agents / ml-agents-envs / gym-unity (Python)
### Minor Changes
#### com.unity.ml-agents / com.unity.ml-agents.extensions (C#)
#### ml-agents / ml-agents-envs / gym-unity (Python)
### Bug Fixes
#### com.unity.ml-agents / com.unity.ml-agents.extensions (C#)
#### ml-agents / ml-agents-envs / gym-unity (Python)


## [2.1.0-exp.1] - 2021-06-09
### Minor Changes
#### com.unity.ml-agents / com.unity.ml-agents.extensions (C#)
- update Barracuda to 2.0.0-pre.3. (#5385)
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- Added a fully connected visual encoder for environments with very small image inputs. (#5351)
- Colab notebooks illustrating the use of the Python API are now part of the repository. (#5399)
### Bug Fixes
- The calculation of the target entropy of SAC with continuous actions was incorrect and has been fixed. (#5372)
#### com.unity.ml-agents / com.unity.ml-agents.extensions (C#)
- RigidBodySensorComponent now displays a warning if it's used in a way that won't generate useful observations. (#5387)
- Update the documentation with a note saying that `GridSensor` does not work in 2D environments. (#5396)
#### ml-agents / ml-agents-envs / gym-unity (Python)
- The calculation of the target entropy of SAC with continuous actions was incorrect and has been fixed. (#5372)
- Fixed an issue where the histogram stats would not be reported correctly in TensorBoard. (#5410)


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