0.24.0
Major changes
- Added v4 mujoco environments that use the new deepmind mujoco 2.2.0 module.
This can be installed throughpip install gym[mujoco]
with the old bindings still being
available using thev3
environments andpip install gym[mujoco-py]
.
These newv4
environment should have the same training curves asv3
. For the Ant, we found that there was a
contact parameter that was not applied inv3
that can enabled inv4
however was found to produce significantly
worse performance see comment for more details. @rodrigodelazcano - The vector environment step
info
API has been changes to allow hardware acceleration in the future.
See this PR for the modifiedinfo
style that now uses dictionaries instead of a list of environment info.
If you still wish to use the list info style, then use theVectorListInfo
wrapper. @gianlucadecola - On
gym.make
, the gymenv_checker
is run that includes calling the environmentreset
andstep
to check if the
environment is compliant to the gym API. To disable this feature, rungym.make(..., disable_env_checker=True)
. @RedTachyon - Re-added
gym.make("MODULE:ENV")
import style that was accidentally removed in v0.22 @arjun-kg Env.render
is now order enforced such thatEnv.reset
is required beforeEnv.render
is called. If this a required
feature then set theOrderEnforcer
wrapperdisable_render_order_enforcing=True
. @pseudo-rnd-thoughts- Added wind and turbulence to the Lunar Lander environment, this is by default turned off,
use thewind_power
andturbulence
parameter. @virgilt - Improved the
play
function to allows multiple keyboard letter to pass instead of ascii value @Markus28 - Added google style pydoc strings for most of the repositories @pseudo-rnd-thoughts @Markus28
- Added discrete car racing environment version through
gym.make("CarRacing-v1", continuous=False)
- Pygame is now an optional module for box2d and classic control environments that is only necessary for rendering.
Therefore, install pygame usingpip install gym[box2d]
orpip install gym[classic_control]
@gianlucadecola @RedTachyon - Fixed bug in batch spaces (used in VectorEnv) such that the original space's seed was ignored @pseudo-rnd-thoughts
- Added
AutoResetWrapper
that automatically callsEnv.reset
whenEnv.step
done is True @balisujohn
Minor changes
- BipedalWalker and LunarLander's observation spaces have non-infinite upper and lower bounds. @jjshoots
- Bumped the ALE-py version to
0.7.5
- Improved the performance of car racing through not rendering polygons off screen @andrewtanJS
- Fixed turn indicators that were black not red/white in Car racing @jjshoots
- Bug fixes for
VecEnvWrapper
to forward method calls to the environment @arjun-kg - Removed unnecessary try except on Box2d such that if
Box2d
is not installed correctly then a more helpful error is show @pseudo-rnd-thoughts - Simplified the
gym.registry
backend @RedTachyon - Re-added python 3.6 support through backports of python 3.7+ modules. This is not tested or compatible with the mujoco environments. @pseudo-rnd-thoughts