Introduction to reinforcement learning
IntroductiontoreinforcementlearningPante lis andoperantconditioningModelinghumanlearn ingIdeas forsemesterprojectsIntroduction to reinforcement learningPantelis P. AnalytisMarch 12, 20181 / 27IntroductiontoreinforcementlearningPan telis andoperantconditioningModelinghumanlearn ingIdeas forsemesterprojects1Introduction2classic al and operant conditioning3Modeling human learning4Ideas for semester projects2 / 27IntroductiontoreinforcementlearningPan telis andoperantconditioningModelinghumanlearn ingIdeas forsemesterprojectsWhat s reinforcement learning ?3 / 27IntroductiontoreinforcementlearningPan telis andoperantconditioningModelinghumanlearn ingIdeas forsemesterprojectsWhat s reinforcement learning ?4 / 27IntroductiontoreinforcementlearningPan telis andoperantconditioningModelinghumanlearn ingIdeas forsemesterprojectsclassical conditioningConditioned stimulus ( a sound) , unconditionedstimulus ( the taste of food), unconditioned response(unlearned behavior such as salivation).
Introduction to reinforcement learning Pantelis P. Analytis Introduction classical and operant conditioning Modeling human learning Ideas for semester projects The Iowa gambling task Participants are presented 4 decks on the computer and they are told that each deck will reward them or penalize
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Brief Introduction to Reinforcement Learning, REINFORCEMENT LEARNING: AN INTRODUCTION, Introduction, Introduction to reinforcement learning, Reinforcement Learning and Control, Reinforcement learning, Learning, 190: Reinforcement Learning: An, 190: Reinforcement Learning: An Introduction, Reinforcement Learning. Richard S. Sutton