AcqFunction             Acquisition Function Base Class
AcqOptimizer            Acquisition Function Optimizer
ResultAssigner          Result Assigner Base Class
Surrogate               Surrogate Model
SurrogateLearner        Surrogate Model Containing a Single Learner
SurrogateLearnerCollection
                        Surrogate Model Containing Multiple Learners
acqf                    Syntactic Sugar Acquisition Function
                        Construction
acqo                    Syntactic Sugar Acquisition Function Optimizer
                        Construction
default_acqfunction     Default Acquisition Function
default_acqoptimizer    Default Acquisition Function Optimizer
default_loop_function   Default Loop Function
default_result_assigner
                        Default Result Assigner
default_surrogate       Default Surrogate
loop_function           Loop Functions for Bayesian Optimization
mbo_defaults            Defaults for OptimizerMbo
mlr3mbo-package         mlr3mbo: Flexible Bayesian Optimization
mlr_acqfunctions        Dictionary of Acquisition Functions
mlr_acqfunctions_aei    Acquisition Function Augmented Expected
                        Improvement
mlr_acqfunctions_cb     Acquisition Function Confidence Bound
mlr_acqfunctions_ehvi   Acquisition Function Expected Hypervolume
                        Improvement
mlr_acqfunctions_ehvigh
                        Acquisition Function Expected Hypervolume
                        Improvement via Gauss-Hermite Quadrature
mlr_acqfunctions_ei     Acquisition Function Expected Improvement
mlr_acqfunctions_eips   Acquisition Function Expected Improvement Per
                        Second
mlr_acqfunctions_mean   Acquisition Function Mean
mlr_acqfunctions_pi     Acquisition Function Probability of Improvement
mlr_acqfunctions_sd     Acquisition Function Standard Deviation
mlr_acqfunctions_smsego
                        Acquisition Function SMS-EGO
mlr_loop_functions      Dictionary of Loop Functions
mlr_loop_functions_ego
                        Sequential Single-Objective Bayesian
                        Optimization
mlr_loop_functions_emo
                        Sequential Multi-Objective Bayesian
                        Optimization
mlr_loop_functions_mpcl
                        Single-Objective Bayesian Optimization via
                        Multipoint Constant Liar
mlr_loop_functions_parego
                        Multi-Objective Bayesian Optimization via
                        ParEGO
mlr_loop_functions_smsego
                        Sequential Multi-Objective Bayesian
                        Optimization via SMS-EGO
mlr_optimizers_mbo      Model Based Optimization
mlr_result_assigners    Dictionary of Result Assigners
mlr_result_assigners_archive
                        Result Assigner Based on the Archive
mlr_result_assigners_surrogate
                        Result Assigner Based on a Surrogate Mean
                        Prediction
mlr_tuners_mbo          Tuner using Model Based Optimization
ras                     Syntactic Sugar Result Assigner Construction
srlrn                   Syntactic Sugar Surrogate Construction
