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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.
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.
While research in single-agent reinforcement learning is concerned with finding the algorithm that gets the biggest number of points for one agent, research in multi-agent reinforcement learning evaluates and quantifies social metrics, such as cooperation, [2] reciprocity, [3] equity, [4] social influence, [5] language [6] and discrimination. [7]
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 ...
In his book What Video Games Have to Teach Us About Learning and Literacy, James Paul Gee talks about the application and principles of digital learning. Gee has focused on the learning principles in video games and how these learning principles can be applied to the K-12 classroom. Successful video games are good at challenging players.
He led the design and implementation of numerous Java platform features, including the Java Collections Framework, the java.math package, and the assert mechanism. [1] He is the author of the programming guide Effective Java (2001), which won the 2001 Jolt Award , [ 2 ] and is a co-author of two other Java books, Java Puzzlers (2005) and Java ...
libGDX is a free and open-source [3] game-development application framework [2] written in the Java programming language with some C and C++ components for performance dependent code. [4] It allows for the development of desktop and mobile games by using the same code base. [5]
The Lightweight Java Game Library (LWJGL) is an open-source software library that provides bindings to a variety of C libraries for video game developers to Java. It exposes cross-platform libraries commonly used in developing video games and multimedia titles, such as Vulkan , OpenGL , OpenAL and OpenCL .