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ApplicationSuggestions_Skinner_scienceLearningArtTeaching_1960, suggestions for application of reinforcement learning science to classroom include use of mechanical/electrical tools, use of mechanical/electrical tools enables higher frequency of reinforcement, use of mechanical/electrical tools enables individuation/ proceed at learner pace, use of mechanical/electrical tools enables serialization of learning process, use of mechanical/electrical tools implies teacher as coach, classroom manager, use of mechanical/electrical tools implies pre-designed instruction materials, cultivate automatic/ natural reinforcement ???? competitive environment is 2x eduged sword- winners mean there are losers, cultivate automatic/ natural reinforcement by providing opportunities for learner to manipulate environment, suggestions for application of reinforcement learning science to classroom include cultivate automatic/ natural reinforcement, data collection-where are students having problems? enables fine tuning or instructional strategy