def reset(self):
"""
Reset the attributes to initial state (called between instances).
:return: None
"""
self.update_memory()
RMax.reset(self)
if len(self.U_memory) > self.n_required_tasks:
self.update_max_q_init_upper_bound()
def reset(self):
"""
Reset the attributes to initial state (called between instances).
Save the previous model.
:return: None
"""
RMax.reset(self)
self.write(init=False)
# Reset recorded variables between MDPs
self.discounted_return = 0.
self.total_return = 0.
self.n_time_steps = 0
self.update_time_steps = []
def reset(self):
"""
Reset the attributes to initial state (called between instances).
Save the previous model.
:return: None
"""
# Save previously learned model
if len(self.counter) > 0 and (self.max_memory_size is None or
len(self.U_lip) < self.max_memory_size):
self.update_memory()
RMax.reset(self)
if self.estimate_distances_online:
self.update_max_distances()
self.update_upper_bound()