Module ilpyt.envs

Wrappers for the OpenAI Gym environments:SubProcVecEnv and DummyVecEnv. They produce parallelized and serializedvectorized Gym environments for high-throughput training, respectively. To implement a custom environment, simply extend the OpenAI Gym Environment interface, register, and use with ilpyt as normal: https://github.com/openai/gym/blob/master/docs/creating-environments.md.

"""
Wrappers for the OpenAI Gym environments:`SubProcVecEnv` and `DummyVecEnv`. They produce parallelized and serializedvectorized Gym environments for high-throughput training, respectively. To implement a custom environment, simply extend the OpenAI Gym Environment interface, register, and use with `ilpyt` as normal: https://github.com/openai/gym/blob/master/docs/creating-environments.md.
"""

Sub-modules

ilpyt.envs.dummy_vec_env

DummyVecEnv is a vectorized OpenAI Gym environment object, implemented in a serial fashion. This is good for debugging purposes. Adapted from: …

ilpyt.envs.subproc_vec_env

SubprocVecEnv is a vectorized OpenAI Gym environment object, implemented in a parallel fashion. This is good for high-throughput training and …

ilpyt.envs.vec_env

VecEnv is a vectorized OpenAI Gym environment object. Adapted from: https://github.com/openai/baselines/