ray/rllib/tuned_examples/regression_tests/cartpole-ppo-tf.yaml

cartpole-ppo-tf:
    env: CartPole-v0
    run: PPO
    stop:
        episode_reward_mean: 150
        timesteps_total: 100000
    config:
        gamma: 0.99
        lr: 0.0003
        num_workers: 1
        observation_filter: MeanStdFilter
        num_sgd_iter: 6
        vf_share_layers: true
        vf_loss_coeff: 0.01
        model:
          fcnet_hiddens: [32]
          fcnet_activation: linear
[RLlib] Implement PPO torch version. (#6826) 2020-01-21 08:06:50 +01:00			`cartpole-ppo-tf:`
[rllib] Basic regression tests on CartPole (#1608) * Sun Feb 25 21:36:22 PST 2018 * Sun Feb 25 21:42:09 PST 2018 * Sun Feb 25 21:44:30 PST 2018 * fix lint * Wed Feb 28 12:41:49 PST 2018 2018-03-03 16:27:56 -08:00			`env: CartPole-v0`
			`run: PPO`
			`stop:`
[rllib] Run simple regressions tests for all algs in jenkins (#3498) 2018-12-11 17:21:53 -08:00			`episode_reward_mean: 150`
			`timesteps_total: 100000`
[rllib] Basic regression tests on CartPole (#1608) * Sun Feb 25 21:36:22 PST 2018 * Sun Feb 25 21:42:09 PST 2018 * Sun Feb 25 21:44:30 PST 2018 * fix lint * Wed Feb 28 12:41:49 PST 2018 2018-03-03 16:27:56 -08:00			`config:`
[RLlib] PPO(torch) on CartPole not tuned well enough for consistent learning (#7556) 2020-03-12 04:31:27 +01:00			`gamma: 0.99`
			`lr: 0.0003`
[rllib] Basic regression tests on CartPole (#1608) * Sun Feb 25 21:36:22 PST 2018 * Sun Feb 25 21:42:09 PST 2018 * Sun Feb 25 21:44:30 PST 2018 * fix lint * Wed Feb 28 12:41:49 PST 2018 2018-03-03 16:27:56 -08:00			`num_workers: 1`
[rllib] Set PPO observation filter to NoFilter by default (#4191) 2019-03-01 13:19:33 -08:00			`observation_filter: MeanStdFilter`
[RLlib] PPO(torch) on CartPole not tuned well enough for consistent learning (#7556) 2020-03-12 04:31:27 +01:00			`num_sgd_iter: 6`
			`vf_share_layers: true`
			`vf_loss_coeff: 0.01`
			`model:`
			`fcnet_hiddens: [32]`
			`fcnet_activation: linear`