Artificial Intelligence

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Presentation transcript:

Artificial Intelligence & Robotics Mark D’Agostino

Overview Introduction / Terminology Examples of Agencies SPOT & Fresh Kitty RoboCup Applications of AI and Robotics More Examples The Humanoid COG Film Clip

Terminology Artificial Intelligence – The collective attributes of a computer, robot, or other device capable of performing functions such as learning, decision making, or other intelligent human behaviors. Autonomous Agent – A hardware (or software) based system that has the following properties: autonomy - able to operate without the direct intervention of humans or others social ability - able to interact with other agents and possibly humans reactivity - able to perceive their environment and respond to changes that occur in it Agency – A particular system composed of intelligent agents, such as computers or robots, that cooperate in order to solve a problem. Behavior Engineering – A methodology used to develop behavior- based autonomous agents.

SPOT & Fresh Kitty

Fresh Kitty Modular, inexpensive, autonomous mobile robot 4 wheel toy car design Max. speed of 1 foot/sec On-board microcomputer supervises and supports the exchange of information Rotating turret holds 4 sonars Turret also holds an infrared sensor to detect infrared rays 32 light sensors detect objects in front of the robot Bumpers all around the robot used to follow walls Radio modem to communicate with remote agents

SPOT Autonomous mobile robot 2 independent wheel design Max. speed of 1 foot/sec On-board microcontroller supervises and supports the exchange of information Turret that holds infrared emitters that can be detected at a distance of up to 20 feet Bumpers all around the robot used to follow walls Radio modem to communicate with remote agents

How do SPOT and Fresh Kitty work together? SPOT also holds a small brush on its back SPOT finds a wall and uses its bumper system and sensors to follow edges and collect dust with its brush Through radio frequency and infrared communication SPOT can bring the dust back to Fresh Kitty who has a vacuum cleaner waiting to suck it up

RoboCup Robots must cooperate in… RoboCup is an international research effort to promote autonomous robots. Robots must cooperate in… Strategy acquisition Real-time reasoning Multi-agent collaboration Competition against another team of robots

RoboCup Each robot has… Pentium 233MHz Linux OS Video camera and frame grabber Sensor System Kicker

How to the robots make decisions? Control is based on a set of behaviors Each behavior has a set of preconditions that either… Must be satisfied Are desired A behavior is selected when all of the “musts” become true A behavior is selected from several behaviors based on how many desired conditions are true

Applications of AI and Robotics Industrial Automation Services for the Disabled Vision Systems Planetary Exploration Mine Site Clearing Law Enforcement And Many Others…

More Examples Autonomouse The Ants TJ

COG

The Humanoid COG MIT’s finest Broken down COG is just a bunch of sensors and actuators Except for legs and a flexible spine, COG has all the major degrees of freedom of the human upper body Sight exists through video cameras Hearing, touch, hand motion, and speech are being added soon

Why build a human-like robot? Brought to you by Rodney Brooks Our bodies are critical to the representations that we use for internal thought and language If a robot is looks like a human then it will be natural for humans to interact with it in a human-like way To develop similar task constraints