lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500...

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Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof.Yanco Many of the slides in this presentation are from R. Sutton and A. Barto, as noted at the bottom of the slides

Transcript of lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500...

Page 1: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation

Reinforcement LearningCOMP 4500 Mobile Robotics I

Spring 2018Prof. Yanco

Many of the slides in this presentation are from R. Sutton and A. Barto, as noted at the bottom of the slides

Page 2: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 3: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 4: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 5: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 6: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 7: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 8: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 9: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
Page 10: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
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Page 17: lecture 5 - reinforcement learningholly/teaching/4500/spring2018/...Reinforcement Learning COMP 4500 Mobile Robotics I Spring 2018 Prof. Yanco Many of the slides in this presentation
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Reinforcement Learning for Robot Language Learning

Holly Yanco and Lynn Andrea Stein. “An Adaptive Communication Protocol for Cooperating Mobile Robots.” In From Animals to Animats 2: Proceedings of the Second International Conference on the Simulation of Adaptive Behavior, edited by J.-A. Meyer, H.L. Roitblat and S.W. Wilson. The MIT Press/Bradford Books, 1993, pp. 478-485.

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Robot Pseudocode

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Example run with 2 robots

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Curse of dimensionality