d3rlpy.models.q_functions.MeanQFunctionFactory¶
-
class
d3rlpy.models.q_functions.
MeanQFunctionFactory
[source]¶ Standard Q function factory class.
This is the standard Q function factory class.
References
Mnih et al., Human-level control through deep reinforcement learning.
Lillicrap et al., Continuous control with deep reinforcement learning.
Methods
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create_continuous
(encoder)[source]¶ Returns PyTorch’s Q function module.
- Parameters
encoder (d3rlpy.models.torch.encoders.EncoderWithAction) – an encoder module that processes the observation and action to obtain feature representations.
- Returns
continuous Q function object.
- Return type
d3rlpy.models.torch.q_functions.ContinuousMeanQFunction
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create_discrete
(encoder, action_size)[source]¶ Returns PyTorch’s Q function module.
- Parameters
encoder (d3rlpy.models.torch.encoders.Encoder) – an encoder module that processes the observation to obtain feature representations.
action_size (int) – dimension of discrete action-space.
- Returns
discrete Q function object.
- Return type
d3rlpy.models.torch.q_functions.DiscreteMeanQFunction
Attributes