Python M Examples

Example #1

File: test_smoke.py Project: AshleyRyu/baselinemerge

def _run(argstr):
    M(('--alg=ddpg --env=Pendulum-v0 --num_timesteps=0 ' + argstr).split(' '))

Example #2

File: train_cartpole.py Project: wwxFromTju/SocialRobot

def ppo2():
    M('--alg=ppo2 --env=SocialBot-CartPole-v0 --num_timesteps=1e6 --save_path=~/models/cartpole'
      .split(' '))

Example #3

File: train_pr2.py Project: ruizhaogit/SocialRobot

def eval_ppo2():
    M('--alg=ppo2 --env=SocialBot-Pr2Gripper-v0 --num_timesteps=0 --network=cnn --load_path=~/models/pr2.model --play'
      .split(' '))

Example #4

File: train_pr2.py Project: ruizhaogit/SocialRobot

def eval_ppo2_lstm():
    M('--alg=ppo2 --env=SocialBot-Pr2Gripper-v0 --num_timesteps=0 --network=cnn_lstm --load_path=~/models/pr2_lstm.model --play --num_env 1 --nminibatches=1 --ent_coef=0.01'
      .split(' '))

Example #5

File: train_pr2.py Project: ruizhaogit/SocialRobot

def ppo2_mlp():
    M('--alg=ppo2 --env=SocialBot-Pr2Gripper-v0 --num_timesteps=2e6 --network=lstm --save_path=~/models/pr2_lstm.model --num_env 1 --nminibatches=1 --ent_coef=0.01'
      .split(' '))

Example #6

File: train_pr2.py Project: ruizhaogit/SocialRobot

def ppo2():
    M('--alg=ppo2 --env=SocialBot-Pr2Gripper-v0 --num_timesteps=1e6 --network=cnn --save_path=~/models/pr2.model'
      .split(' '))