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Its name comes from the fact that it is an artificial neural net trained by a form of temporal-difference learning, specifically TD-Lambda. The final version of TD-Gammon (2.1) was trained with 1.5 million games of self-play, and achieved a level of play just slightly below that of the top human backgammon players of the time.
The gamification of learning is an educational approach that seeks to motivate students by using video game design and game elements in learning environments. [ 1 ] [ 2 ] The goal is to maximize enjoyment and engagement by capturing the interest of learners and inspiring them to continue learning. [ 3 ]
TD-Lambda is a learning algorithm invented by Richard S. Sutton based on earlier work on temporal difference learning by Arthur Samuel. [11] This algorithm was famously applied by Gerald Tesauro to create TD-Gammon , a program that learned to play the game of backgammon at the level of expert human players.
Games alone will not make schools more efficient, cannot replace teachers or serve as an educational resource that can reach an infinite number of students. The extent of the roles games will play in learning remains to be seen. More research in this area is needed to determine impact of games and learning.
A VTech educational video game. An educational video game is a video game that provides learning or training value to the player. Edutainment describes an intentional merger of video games and educational software into a single product (and could therefore also comprise more serious titles sometimes described under children's learning software).
The James Paul Gee Learning Games Awards were created in 2020 to apply Gee's theories to the identification and judging of learning game design. Gee's book is used in Kimon Keramidas' [9] argument explaining the learning processes of gamers. Some of the schema and elements that are used in game designing can be analogously used as "frameworks ...
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Game-based learning (GBL) is a type of game play that has defined learning outcomes. Generally, game-based learning is designed to balance subject matter with gameplay and the ability of the player to retain, and apply said subject matter to the real world. [4] Children tend to spend hours playing hide and seek, learning the steps of digital ...