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InteractionImitation/scratch/etienne/trpo/sb3/sb3-trpo-intersimple.py
2022-02-15 11:07:08 +01:00

17 lines
403 B
Python

from sb3_contrib import TRPO
from intersim.envs import IntersimpleLidarFlat
from intersim.envs.intersimple import speed_reward
import functools
env = IntersimpleLidarFlat(
n_rays=5,
agent=51,
reward=functools.partial(
speed_reward,
collision_penalty=0
),
)
model = TRPO("MlpPolicy", env, use_sde=False, sde_sample_freq=4, verbose=1)
model.learn(total_timesteps=250000)