ray/doc/source/ray-overview/doc_test/ray_rllib.py

from ray import air, tune
from ray.rllib.algorithms.ppo import PPO

tuner = tune.Tuner(
    PPO,
    run_config=air.RunConfig(
        stop={"episode_len_mean": 20},
    ),
    param_space={"env": "CartPole-v0", "framework": "torch", "log_level": "INFO"},
)
tuner.fit()
[air/tuner/docs] Update docs for Tuner() API 1: RSTs, docs, move reuse_actors (#26930) Signed-off-by: Kai Fricke coding@kaifricke.com Why are these changes needed? Splitting up #26884: This PR includes changes to use Tuner() instead of tune.run() for most docs files (rst and py), and a change to move reuse_actors to the TuneConfig 2022-07-24 15:45:24 +01:00			`from ray import air, tune`
[RLlib] Move all remaining algos into `algorithms` directory. (#25366) 2022-06-04 07:35:24 +02:00			`from ray.rllib.algorithms.ppo import PPO`
[docs] test ray.io snippets (#22822) Tests all snippets we have on ray.io. There were some minor issues, which I'll fix upstream. Signed-off-by: Max Pumperla <max.pumperla@googlemail.com> 2022-03-08 16:50:57 +01:00
[air/tuner/docs] Update docs for Tuner() API 1: RSTs, docs, move reuse_actors (#26930) Signed-off-by: Kai Fricke coding@kaifricke.com Why are these changes needed? Splitting up #26884: This PR includes changes to use Tuner() instead of tune.run() for most docs files (rst and py), and a change to move reuse_actors to the TuneConfig 2022-07-24 15:45:24 +01:00			`tuner = tune.Tuner(`
[RLlib] Move all remaining algos into `algorithms` directory. (#25366) 2022-06-04 07:35:24 +02:00			`PPO,`
[air/tuner/docs] Update docs for Tuner() API 1: RSTs, docs, move reuse_actors (#26930) Signed-off-by: Kai Fricke coding@kaifricke.com Why are these changes needed? Splitting up #26884: This PR includes changes to use Tuner() instead of tune.run() for most docs files (rst and py), and a change to move reuse_actors to the TuneConfig 2022-07-24 15:45:24 +01:00			`run_config=air.RunConfig(`
			`stop={"episode_len_mean": 20},`
			`),`
			`param_space={"env": "CartPole-v0", "framework": "torch", "log_level": "INFO"},`
[docs] test ray.io snippets (#22822) Tests all snippets we have on ray.io. There were some minor issues, which I'll fix upstream. Signed-off-by: Max Pumperla <max.pumperla@googlemail.com> 2022-03-08 16:50:57 +01:00			`)`
[air/tuner/docs] Update docs for Tuner() API 1: RSTs, docs, move reuse_actors (#26930) Signed-off-by: Kai Fricke coding@kaifricke.com Why are these changes needed? Splitting up #26884: This PR includes changes to use Tuner() instead of tune.run() for most docs files (rst and py), and a change to move reuse_actors to the TuneConfig 2022-07-24 15:45:24 +01:00			`tuner.fit()`