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create per environment Dockerfiles. (#70)
* create per environment Dockerfiles. Adjust CI setup to better parallelize runs. Fix a couple of issues in golden and trace tests. Update a few of the docs. * bugfix in mmc agent. Also install kubectl for CI, update badge branch. * remove integration test parallelism.
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@@ -12,7 +12,7 @@ This is the most common case. Just choose a preset using the `-p` flag and press
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### Multi-threaded Algorithms
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Multi-threaded algorithms are very common this days.
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Multi-threaded algorithms are very common these days.
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They typically achieve the best results, and scale gracefully with the number of threads.
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In Coach, running such algorithms is done by selecting a suitable preset, and choosing the number of threads to run using the `-n` flag.
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@@ -130,4 +130,4 @@ The most up to date description can be found by using the `-h` flag.
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|`-et ENVIRONMENT_TYPE`, `--environment_type ENVIRONMENT_TYPE`|string|Choose an environment type class to override on top of the selected preset. If no preset is defined, a preset can be set from the command-line by combining settings which are set by using `--agent_type`, `--experiment_type`, `--environemnt_type`|
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|`-ept EXPLORATION_POLICY_TYPE`, `--exploration_policy_type EXPLORATION_POLICY_TYPE`|string|Choose an exploration policy type class to override on top of the selected preset.If no preset is defined, a preset can be set from the command-line by combining settings which are set by using `--agent_type`, `--experiment_type`, `--environemnt_type`|
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|`-lvl LEVEL`, `--level LEVEL` |string|Choose the level that will be played in the environment that was selected. This value will override the level parameter in the environment class.|
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|`-cp CUSTOM_PARAMETER`, `--custom_parameter CUSTOM_PARAMETER`|string| Semicolon separated parameters used to override specific parameters on top of the selected preset (or on top of the command-line assembled one). Whenever a parameter value is a string, it should be inputted as `'\"string\"'`. For ex.: `"visualization.render=False;` `num_training_iterations=500;` `optimizer='rmsprop'"`|
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|`-cp CUSTOM_PARAMETER`, `--custom_parameter CUSTOM_PARAMETER`|string| Semicolon separated parameters used to override specific parameters on top of the selected preset (or on top of the command-line assembled one). Whenever a parameter value is a string, it should be inputted as `'\"string\"'`. For ex.: `"visualization.render=False;` `num_training_iterations=500;` `optimizer='rmsprop'"`|
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