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Inria Saclay
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Learning adaptive instructional policies from logged data can yield significant improvements in tutoring effectiveness within seconds, eliminating the need for costly online experiments.
Reinforcement learning can leap forward by adopting synthetic MDPs, achieving competitive performance without the need for task-specific tuning.