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@ericl ericl/run-apex.txt
Last active Mar 18, 2018

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First install Ray: http://ray.readthedocs.io/en/latest/installation.html
For Ape-X support, you'll want to install the latest version.
Run APEX in local mode with 4 workers (to use a GPU, add --resources='{"gpu": 1}')
$ cd ray/python/ray/rllib
$ ./train.py --env=PongNoFrameskip-v4 --run=APEX --config='{"num_workers": 4, "timesteps_per_iteration": 5000}'
Run on a cluster with 1 GPU + 32 workers
For cluster setup instructions see http://ray.readthedocs.io/en/latest/autoscaling.html
$ ./train.py -f tuned_examples/pong-apex.yaml --redis-address=localhost:6379
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