Files

pzhokhov 5622a09fa4 update readmes (#514 )

* update per-algorithm READMEs to reflect new way of running algorithms

* adding a link to repo-wide README

* updated README files and deepq.train_cartpole example

2018-08-16 14:53:49 -07:00

__init__.py

add __init__.py

2017-08-27 22:36:24 -07:00

defaults.py

refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490 )

2018-08-13 09:56:44 -07:00

README.md

update readmes (#514 )

2018-08-16 14:53:49 -07:00

trpo_mpi.py

refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490 )

2018-08-13 09:56:44 -07:00

README.md

trpo_mpi

Original paper: https://arxiv.org/abs/1502.05477
Baselines blog post https://blog.openai.com/openai-baselines-ppo/
mpirun -np 16 python -m baselines.run --alg=trpo_mpi --env=PongNoFrameskip-v4 runs the algorithm for 40M frames = 10M timesteps on an Atari Pong. See help (-h) for more options.
python -m baselines.run --alg=trpo_mpi --env=Ant-v2 --num_timesteps=1e6 runs the algorithm for 1M timesteps on a Mujoco Ant environment.
also refer to the repo-wide README.md