Propagation of Q-values in Tabular TD(*) - Philippe Preux

Abstract?This paper presents a model-based approach for computing real-time optimal decision strategies in the pursuit- evasion game of Ms. Pac-Man.







PACMan: A software package for automated single?cell chlorophyll ...
Neural network with 80 hidden units. ? Used TD-updates for 300,000 games against self. ? Is one of the top (2 or 3) players in the world!
A Model-Based Approach to Optimizing Ms. Pac-Man Game ... - LISC
Temporal difference learning (TD learning) uses the idea of learning from every experience, rather than simply keeping track of total rewards and number of ...
Q-Learning Example: Pacman Feature-Based Representations ...
Ce document regroupe une partie des sujets originaux que j'ai mis au point, avec l'accord de l'équipe pédagogique, durant mes trois années ...



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