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1 result for “teaching-by-reinforcement”
The Sample Complexity of Teaching-by-Reinforcement on Q-Learningcs.LG

Study on teaching reinforcement learning with Q-learning, reducing sample complexity.

problem Reducing sample complexity in reinforcement learning.
method Characterized teaching dimension for Q-learning under different teacher control, presented optimal teaching algorithms.
result Minimum number of samples needed for reinforcement learning is characterized.
reinforcement learningQ-learningteaching dimensionsample complexityteaching-by-reinforcement
2020-06-16abs ↗pdf ↗