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- articleSeptember 1997
Explanation-Based Learning and Reinforcement Learning: A Unified View
In speedup-learning problems, where full descriptions of operators are known, both explanation-based learning (EBL) and reinforcement learning (RL) methods can be applied. This paper shows that both methods involve fundamentally the same process of ...
- articleMarch 1986
Explanation-Based Generalization: A Unifying View
The problem of formulating general concepts from specific training examples has long been a major focus of machine learning research. While most previous research has focused on empirical methods for generalizing from a large number of training examples ...
- articleMarch 1986
Experimental Goal Regression: A Method for Learning Problem-Solving Heuristics
This research examines the process of learning problem solving with minimal requirements for a priori knowledge and teacher involvement. Experience indicates that knowledge about the problem solving task can be used to improve problem solving ...