Commit graph

8 commits

Author SHA1 Message Date
xwjiang2010
fcf897ee72
[air] update rllib example to use Tuner API. (#26987)
update rllib example to use Tuner API.

Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
2022-07-27 12:12:59 +01:00
Sven Mika
130b7eeaba
[RLlib] Trainer to Algorithm renaming. (#25539) 2022-06-11 15:10:39 +02:00
Sven Mika
7cb86acce2
[RLlib] trainer_template.py: hard deprecation (error when used). (#23488) 2022-03-25 18:25:51 +01:00
Sven Mika
04a5c72ea3
Revert "Revert "[RLlib] Speedup A3C up to 3x (new training_iteration function instead of execution_plan) and re-instate Pong learning test."" (#18708) 2022-02-10 13:44:22 +01:00
Balaji Veeramani
7f1bacc7dc
[CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes.
2022-01-29 18:41:57 -08:00
Avnish Narayan
026bf01071
[RLlib] Upgrade gym version to 0.21 and deprecate pendulum-v0. (#19535)
* Fix QMix, SAC, and MADDPA too.

* Unpin gym and deprecate pendulum v0

Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1

Lastly, all of the RLlib tests and have
been moved to python 3.7

* Add gym installation based on python version.

Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20

* Reformatting

* Fixing tests

* Move atari-py install conditional to req.txt

* migrate to new ale install method

* Fix QMix, SAC, and MADDPA too.

* Unpin gym and deprecate pendulum v0

Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1

Lastly, all of the RLlib tests and have
been moved to python 3.7
* Add gym installation based on python version.

Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20

Move atari-py install conditional to req.txt

migrate to new ale install method

Make parametric_actions_cartpole return float32 actions/obs

Adding type conversions if obs/actions don't match space

Add utils to make elements match gym space dtypes

Co-authored-by: Jun Gong <jungong@anyscale.com>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-11-03 16:24:00 +01:00
Avnish Narayan
ad87ddf93e
[rllib] Add deterministic test to gpu (#19306)
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-10-26 10:11:39 -07:00
simonsays1980
60aee4a330
[RLlib] Add example script for bare metal Policy with custom view_requirements. (#17896) 2021-08-20 12:17:13 +02:00