q_derived.q_table_derived_epsilon_greedy_policy

Classes

QTableDerivedEpsilonGreedyPolicy

Helper class that provides a standard way to create an ABC using

Module Contents

class q_derived.q_table_derived_epsilon_greedy_policy.QTableDerivedEpsilonGreedyPolicy(q_table: Dict, num_actions: int, action_space: gymnasium.Space | None = None, epsilon: float = 0.1, allow_decay: bool = True, epsilon_min: float = 0.001, decay_rate: float = 0.01)

Bases: gridmind.policies.soft.q_derived.base_q_derived_soft_policy.BaseQDerivedSoftPolicy

Helper class that provides a standard way to create an ABC using inheritance.

action_space = None

allow_decay = True

epsilon_min = 0.001

decay_rate = 0.01

update(state, action)

update_q(state, action, value: float)

_get_greedy_action(state, action_mask=None)

set_epsilon(value: float)

decay_epsilon()