RandomBlock

class curiosity_gym.core.objects.RandomBlock(position: tuple[int, int], color: int = 0, state: int = 0)

A non walkable grid object that randomly changes color at every time step.

Can be used to test the Noisy-TV problem, where certain curiosity-based RL algorithms get stuck when encountering stochastic environment components.

Methods

get_identity	Return a tuple that identifies the grid object and its state in the enviroment.
interact	Interact with agent.
is_harmful	Determine whether grid object is harmful to the agent.
is_walkable	Determine whether agent can move on grid object.
render	Render grid object in PyGame.
reset	Reset attributes of the grid object to their starting values.
simulate	Simulate how grid object would change if a given action were taken.
step	Randomly change grid object color.

Attributes

id_map	Dictionary for all ids and their corresponding subclasses.
identifier	Unique id number for each subclass.