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Defining Anchors

anchors() coverage() extend() precision() predicate() satisfies()
S7 class to define anchors
bounding_box() bounding_boxes()
S7 class to hold the bounding box created by make_anchors

Making Anchors

make_anchors()
Make anchors

Validation

validate_bound()
Function to validate if a created boundary satisfies a given instance row
validate_environment()
Function to validate whether every edge case of the environment can contain the row

Multi-Armed Bandit Algorithm

run_mab()
Run Multi-Armed bandit algorithm
select_action()
Function to decide on the appropriate actions
get_reward()
Reward function for Multi Armed Bandit.
envir_to_bounds() update_bounds() create_anchor_inst() generate_cutpoints() make_perturb_distn()
Lookup function to get value of upper and lower bounds for the current state

Visualizing Anchors

animate_anchor()
Generic function to visualize tours
anchor_tour()
Data structure to hold information necessary to animate tours