Stable and Efficient Policy Evaluation - Bo Liu
The long-term value of the selected action choices to the states is estimated using a temporal difference (TD) method known as Bounded Q-Learning [27]. A.
Finite Sample Analysis of LSTD with Random Projections ... - IJCAITD, a layer decomposition ap- proach, experiences a rapid loss of performance beyond a 50% compression ratio, suggesting potential information ... Improving Global Generalization and Local Personalization for ...These value-function-based methods,. e.g., TD-learning or Q-learning [15] are always applied to solve the optimization problems defined in a discrete space ... 1 Curriculum vitaeAbstract?Deep reinforcement learning (DRL) and evolution strategies (ESs) have surpassed human-level control in many sequential decision-making problems, ...
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