Parameter setting apparatus and parameter setting method
AssigneeFujitsu Limited
InventorYuji Kojima
Life of this patent
Estimating the term…
Abstract
A parameter setting apparatus includes a memory, and a processor that executes a procedure in the memory, the procedure including, selecting and executes one of a plurality of optimization operations to optimize a control parameter of a mobile communication network in accordance with a common value function, in response to a state variable in each of a plurality of different areas in the mobile communication network, the common value function determining an action value of each optimization operation responsive to the state variable of the mobile communication network, determining a reward responsive to the state variable in each of the plurality of areas, and performing reinforcement learning to update the common value function in response to the reward determined on each area.
Claims14
A parameter setting apparatus comprising:
- a memory;
- and
- a processor that executes a procedure stored in the memory, the procedure including,
- performing a process of selecting and executing one of a plurality of optimization operations to optimize a control parameter of a mobile communication network in accordance with a common value function, in response to a state variable in each of a plurality of different areas in the mobile communication network, the common value function determining an action value of each optimization operation responsive to the state variable of the mobile communication network,
- separately determining a reward responsive to the state variable in each of the plurality of areas, and
- performing reinforcement learning to update the common value function in response to the reward determined on each area, the reinforcement learning being performed independently for each of the plurality of areas.
A parameter setting method comprising:
- performing a process of selecting and executing one of a plurality of optimization operations to optimize a control parameter of a mobile communication network in accordance with a common value function, in response to a state variable within each of a plurality of different areas in the mobile communication network, the common value function determining an action value of each optimization operation responsive to the state variable of the mobile communication network;
- separately determining a reward responsive to the state variable in each of the plurality of areas;
- and
- performing reinforcement learning to update the common value function in response to the reward determined on each area, the reinforcement learning being performed independently for each of the plurality of areas.
A non-transitory computer-readable recording medium storing a program that causes a computer to set a control parameter, the computer program comprising:
- performing a process of selecting and executing one of a plurality of optimization operations to optimize a control parameter of a mobile communication network in accordance with a common value function, in response to a state variable in each of a plurality of different areas in the mobile communication network, the common value function determining an action value of each optimization operation responsive to the state variable of the mobile communication network;
- separately determining a reward responsive to the state variable in each of the plurality of areas;
- and
- performing reinforcement learning to update the common value function in response to the reward determined on each area, the reinforcement learning being performed independently for each of the plurality of areas.
Dependencies are inferred from the claim text.