Temporal-Difference Search in Computer Go - David Silver
In this section we develop our main idea: the TD search algorithm. We build on the reinforcement learning approach from Section 3, but here we apply TD learning ...
Temporal Difference Learning - Northeastern Universityundoubtedly be temporal-difference (TD) learning.? ? SB, Ch 6. Page 2 ... This algorithm runs online. It performs one TD update per experience. Page 31. Batch ... True Online Temporal-Difference LearningTemporal-Difference (TD) learning exploits knowledge about structure ... The online ?-return algorithm outperforms TD(?), but is computationally very expensive. Linear Least-Squares algorithms for temporal difference learningThe class of temporal difference (TD) algorithms (Sutton, 1988) was developed to pro- vide reinforcement learning systems with an efficient means for learning ...
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