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Add is_on_policy property to agents (#480)

This commit is contained in:
Guy Jacob
2021-05-06 18:02:02 +03:00
committed by GitHub
parent 06bacd9de0
commit 9106b69227
21 changed files with 86 additions and 1 deletions

View File

@@ -92,6 +92,10 @@ class NStepQAgent(ValueOptimizationAgent, PolicyOptimizationAgent):
self.q_values = self.register_signal('Q Values')
self.value_loss = self.register_signal('Value Loss')
@property
def is_on_policy(self) -> bool:
return False
def learn_from_batch(self, batch):
# batch contains a list of episodes to learn from
network_keys = self.ap.network_wrappers['main'].input_embedders_parameters.keys()