dacbench.envs.luby

Luby environment from “Dynamic Algorithm Configuration:Foundation of a New Meta-Algorithmic Framework” by A. Biedenkapp and H. F. Bozkurt and T. Eimer and F. Hutter and M. Lindauer. Original environment authors: André Biedenkapp, H. Furkan Bozkurt

Module Contents

Classes

LubyEnv

Environment to learn Luby Sequence

Functions

luby_gen(i)

Generator for the Luby Sequence

class dacbench.envs.luby.LubyEnv(config)

Bases: dacbench.AbstractEnv

Environment to learn Luby Sequence

step(self, action: int)

Execute environment step

Parameters

action (int) – action to execute

Returns

state, reward, done, info

Return type

np.array, float, bool, dict

reset(self) → List[int]

Resets env

Returns

Environment state

Return type

numpy.array

get_default_reward(self, _)

get_default_state(self, _)

close(self) → bool

Close Env

Returns

Closing confirmation

Return type

bool

render(self, mode: str = 'human') → None

Render env in human mode

Parameters

mode (str) – Execution mode

dacbench.envs.luby.luby_gen(i)

Generator for the Luby Sequence