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AI in Robotics April 23, 2008 Michael Buynak
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Layout Introduction to robotics Ethics Historical (lots of videos) Past Present Future
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About robotics 'Robot' – introduced by Karl Capek in R.U.R. (1921) We’d call them androids means ‘forced labor’ Robots conquer the world Electromechanical system that seems like it knows what it’s doing Assembly lines Sweeping floors Driving Needs to have some sort of intelligence
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Purpose? Increase the quality of life Perform tasks that are to Dangerous Repetitive Precise Hard to reach Boring My philosophy If it’s too much work for you, make a computer do it.
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Ethics Humans rely on machines Could they take over? The Matrix Isaac Asimov & Bill Joy Hesitant about really smart robots Three Laws + 1 0) A robot may not harm humanity, or, by inaction, allow humanity to come to harm. 1) A robot may not injure a human being or, through inaction, allow a human being to come to harm. 2) A robot must obey orders given to it by human beings, except where such orders would conflict with the First Law. 3) A robot must protect its own existence as long as such protection does not conflict with the First or Second Law. Why the future doesn’t need us
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Old robot arm Unimate Robotic arm 2 tons 3 DOF Assembly Line Hard coded http://youtube.com/watch?v=0A9kks2Ascc
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Progression Denso 6 DOF Still hardcoded though http://youtube.com/watch?v=lyDA7LcSvZ c
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Roomba Somewhat intelligent Follow walls Avoid obstacles Including stairs and IR beams Finds it’s way back to the charging station No real model of the world at large http://youtube.com/watch?v=HqhIMFQNGCg
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Markov Processes Markov Property You can predict the future and know the past from only the current Sensor data is infallible Fully Observable Markov Decision Processes (MDP) Data is deterministic Sensor data has inherent flaws Partially Observable POMDP Data is stochastic
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Error Deterministic Error may accrue geometrically Probabilistic model
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Bayes Filter Take data Move around Take more data Make a model Use it and update it
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DARPA Grand Challenge Traverse 150 miles of the Mojave Desert $1 million to the winner 2004 Best distance was 7 miles 2005 Completed in 6:54 by Stanford University Carnegie Mellon at 7:05 and 7:14 http://youtube.com/watch?v=LZ3bbHTsOL4
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DARPA Urban Challenge Navigate an urban arena Obey all traffic laws Merge with other traffic 6 hours to complete 60 mile course 36 semi-finalists 6 teams finished 4 teams finished under 6 hours Carnegie Mellon won at 4:10:20 Stanford at 4:29:28
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Walking robots Boston Dynamics Big Dog Cool legs Smart stability, walking http://youtube.com/watch?v=W1czBcnX1Ww http://youtube.com/watch?v=W1czBcnX1Ww
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Star Wars Deka’s ‘Luke’ arm Deka lead by Dean Kamen Intelligent user interface Most advanced robot arm ever? http://youtube.com/watch?v=R0_mLumx-6Y
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Where it’s going Interaction with humans In your home At work Could become revolting before it’s usable ‘Uncanny Valley’
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SMU Robotics Autonomous Underwater Vehicle (AUV) Competition in August in San Diego 11 th place last year Best new entry We beat MIT, UTD, CU Boulder, Duke... If you’re interested, we’ve got cool toys
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Fun Stuff How to survive a robot uprising http://youtube.com/watch?v=IcA8STwMHn8 http://youtube.com/watch?v=IcA8STwMHn8 Microsoft Robotics Studio http://msdn2.microsoft.com/en- us/robotics/default.aspx http://msdn2.microsoft.com/en- us/robotics/default.aspx SMU robotics http://groups.google.com/group/smu_robot/web /usv-home-page http://groups.google.com/group/smu_robot/web /usv-home-page
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Questions or Comments?
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References http://en.wikipedia.org/wiki/R.U.R._(Rossum's_Universal_Robots) http://en.wikipedia.org/wiki/Robot http://science.howstuffworks.com/robot2.htm http://en.wikipedia.org/wiki/DARPA_Grand_Challenge http://en.wikipedia.org/wiki/Bill_Joy http://en.wikipedia.org/wiki/Raymond_Kurzweil Why the future doesn’t need us http://www.wired.com/wired/archive/8.04/joy_pr.html http://www.wired.com/wired/archive/8.04/joy_pr.html http://www.robotics.utexas.edu/rrg/learn_more/history/ Unimate http://youtube.com/watch?v=0A9kks2Ascc http://youtube.com/watch?v=0A9kks2Ascc Carnegie Mellon Peg Bowling http://youtube.com/watch?v=lyDA7LcSvZc http://youtube.com/watch?v=lyDA7LcSvZc Roomba http://youtube.com/watch?v=HqhIMFQNGCg http://youtube.com/watch?v=HqhIMFQNGCg Swarm robotics http://youtube.com/watch?v=rYIkgG1nX4E http://youtube.com/watch?v=rYIkgG1nX4E DARPA Grand Challenge winning moment http://youtube.com/watch?v=LZ3bbHTsOL4 http://youtube.com/watch?v=LZ3bbHTsOL4 Boston Dynamics ‘Big Dog’ http://youtube.com/watch?v=W1czBcnX1Ww http://youtube.com/watch?v=W1czBcnX1Ww Dean Kamen’s Luke Arm http://youtube.com/watch?v=R0_mLumx-6Y http://youtube.com/watch?v=R0_mLumx-6Y http://en.wikipedia.org/wiki/Uncanny_Valley
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