VEHICLE DISPATCHING METHOD AND SYSTEM

Patent №

US 8,626,565

Granted

2014-01-07

Filed 2008

Owner

AUTONOMOUS SOLUTIONS, INC.

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12164740

A system and method for dispatching a plurality of vehicles operating in a work area among a plurality of destination locations and a plurality of source locations includes implementing linear programming that takes in an optimization function and constraints to generate an optimum schedule for optimum production, utilizing a reinforcement learning algorithm that takes in the schedule as input and cycles through possible environmental states that could occur within the schedule by choosing one possible action for each possible environmental state and by observing the reward obtained by taking the action at each possible environmental state, developing a policy for each possible environmental state, and providing instructions to follow an action associated with the policy.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06Q 10/08G01C 21/343G01C 21/3492G05D 1/0088G05D 1/0221G05D 1/0291G06N 20/00G06Q 10/02+7 more

AI classification

Planning1.00
Machine learning1.00
AI hardware0.99
Evolutionary computation0.87
Knowledge representation0.73
Vision0.06
Speech0.01
Natural language0.00

Ownership

AUTONOMOUS SOLUTIONS, INC.

assignment · 212190031

Assignors

PETROFF, THOMAS M.

On an employer assignment, the assignors are typically the inventors.

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