8503569f0ad75fb1e9e962e79306b2e8e127f947,ml/rl/test/gridworld/gridworld_continuous.py,GridworldContinuous,preprocess_samples,#GridworldContinuous#Any#Any#Any#,101

Before Change

        C2.set_net(net)
        preprocessor = PreprocessorNet(True)
        saa = StackedAssociativeArray.from_dict_list(samples.states, "states")
        state_matrix, _ = preprocessor.normalize_sparse_matrix(
            saa.lengths,
            saa.keys,
            saa.values,
            self.normalization,
            "state_norm",
            False,
            False,
            False,
        )
        saa = StackedAssociativeArray.from_dict_list(samples.next_states, "next_states")
        next_state_matrix, _ = preprocessor.normalize_sparse_matrix(
            saa.lengths,
            saa.keys,

After Change

        next_state_matrix, _ = sparse_to_dense(
            saa.lengths, saa.keys, saa.values, sorted_state_features
        )
        sorted_action_features, _ = sort_features_by_normalization(
            self.normalization_action
        )
        saa = StackedAssociativeArray.from_dict_list(samples.actions, "action")
        action_matrix, _ = sparse_to_dense(
            saa.lengths, saa.keys, saa.values, sorted_action_features
        )

Instances