amaze.simu.types

Classes

InputType(value)	Describes the type of input provided to the maze-navigating agent
MazeClass(value)	The various high-level classes of mazes
MazeMetrics(value)	The various metrics one can extract from a maze.
OutputType(value)	Describes how the agent is moving around in the maze
StartLocation(value)	Describes which of the maze's corner to use as the starting position
classproperty([fget, fset, fdel, doc])

class amaze.simu.types.InputType(value)

Describes the type of input provided to the maze-navigating agent

DISCRETE = 'DISCRETE'

Input is made of 8 pre-processed floats:

• First walls and previous direction in direct order (EAST, NORTH, WEST, SOUTH)

• Then signs (same order). Only one value will be above 0

See the readme for examples.

CONTINUOUS = 'CONTINUOUS'

Input is a raw image representing the current cell, at a given resolution. Iteration order is

for y in range(v):
    for x in range(v):

where v is the agent retina size. See the readme for examples.

class amaze.simu.types.OutputType(value)

Describes how the agent is moving around in the maze

DISCRETE = 'DISCRETE'

The agent moves from one cell to another

CONTINUOUS = 'CONTINUOUS'

The agent controls its acceleration

class amaze.simu.types.StartLocation(value)

Describes which of the maze’s corner to use as the starting position

class amaze.simu.types.MazeClass(value)

The various high-level classes of mazes

TRIVIAL = 0

A maze without intersections

SIMPLE = 1

A maze with only clues

LURES = 3

A maze with clues and lures (but no traps)

TRAPS = 5

A maze with clues and traps (but no lures)

COMPLEX = 7

A maze with clues, traps and lures

INVALID = 255

An invalid maze type (e.g. one with intersections and no cues)

class amaze.simu.types.MazeMetrics(value)

The various metrics one can extract from a maze.

SURPRISINGNESS = 1

The entropy of the mazes states, i.e. how likely to see different cells

DECEPTIVENESS = 2

The entropy of the mazes similar states, i.e. how likely to see the same corridor/intersection with only the cue to differentiate them

INSEPARABILITY = 4

The difference between signs (not implemented)

ALL = 7

Shorthand

class amaze.simu.types.classproperty(fget=None, fset=None, fdel=None, doc=None)