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State of ServintDomains | Web Hosting Talk

It's not very funny when you see this in your domain registrar:

Why am I seeing this page?
It seems that we are experiencing technical difficulties.
We apologize for any inconvenience this may cause and appreciate your patience while solving this problem. If you are the owner of servintdomains.com, call + 1.866-883-2625 or send an email to partnersupport@register.com for help in solving this problem.

Does anyone have any information they can share? Is this temporary? Given that LeaseWeb now owns Servint, did they leave ServintDomains?

Too many questions and there are no answers. There are no emails or notices. And while this could be a temporary failure, the wording tells me otherwise.

Thanks in advance,

Dan

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Fire
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ai – Initializing reinforcement learning Q-Table State Space-Python

The code below is a "World" class method that initializes a Q-Table for use in the SARSA and Q-Learning algorithms.

Without going into too much detail, the world has "Pickups" and "Dropoffs" that can become invalid after they are emptied / filled. Termination is achieved once all collections are empty and all delivery points are filled. The state space that I designed is essentially (and, x, z, i_0 … i_n) where

  • (and, x) are node coordinates
  • z is if the agent carries a block
  • I it depends on the context z. Represent the number of pickups or deliveries depending on whether the agent is carrying or not. It was constructed in this way to allow any number or combination of collections and returns, and to allow learning algorithms to know that a collection or location is no longer attractive after it is invalid.

Main concerns:

  1. If there is a better way to organize the data, then a dictionary of dictionaries of dictionaries. This was chosen due to the very fast search time of the hashmaps.
  2. If there is a way to create the state space without having to make in-depth copies. Here, I have to make a copy to get the stock dictionary. sub_dict[key] = actions.copia ()
  3. Is there any way to reduce the space of my state to have less total states? The objective is flexibility with the number of collection and delivery points.

Summary of the code:

I have a Q-Table initialization method that is called from within my get_q_node_table () Method if the table has not been initialized.

def _initialize_table (self):
def add_dict (sub_dict, length, actions):
if length == 0:
for key in sub_dict:
sub_dict[key] = actions.copia ()
return sub_dict
for key in sub_dict:
sub_dict[key] = {True: {}, False: {}}
add_dict (sub_dict[key], length-1, actions)

self.qtable = {}
for node in self.nodes:
node_actions = self.nodes[node].get_actions ()
actions = {}
for the action in node_actions:
# We do not want values ​​for the collection and delivery actions, because they are always taken.
# We only want values ​​q for the cardinal directions.
If the action is not in ["Pickup", "Dropoff"]:
behavior[action] = INICIAL_Q_VALUE
dropoff = {True: {}, False: {}}
add_dict (dropoff, len (self.dropoffs) -1, actions)

pickup = {True: {}, False: {}}
add_dict (pickup, len (self.pickups) -1, actions)

self.qtable[node] = {True: fall, False: pickup}

For this code self.nodes It is a dictionary of node classes, where the keys are coordinates.

self.node[node] provides a Node object.

get_actions () returns a dictionary of valid actions that can be taken from that node. The keys are string actions and the values ​​are coordinates of the neighbor node.

self.qtable it is empty {} Before being built in this method.