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tweak
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astooke committed May 21, 2019
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Expand Up @@ -54,7 +54,7 @@ The class types perform the following roles:
* `Collector` - Steps environments (and maybe operates agent) and records samples, attached to sampler.
* `Environment` - The task to be learned.
* `Space` - Interface specifications from environment to agent.
* `Agent` - Chooses control action to the environment; trained by the algorithm. Interface to model.
* `Agent` - Chooses control action to the environment in sampler; trained by the algorithm. Interface to model.
* `Model` - Neural network module, attached to the agent.
* `Distribution` - Samples actions for stochastic agents and defines related formulas for use in loss function, attached to the agent.
* `Algorithm` - Uses gathered samples to train the agent (e.g. defines a loss function and calls gradient descent).
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