Using Machine Learning Techniques to Create AI Controlled Players for Video Games This study aims to achieve higher replay and entertainment value in a game through human-like AI behaviour in computer controlled characters called bats. In order to achieve that, an artificial intelligence system ...
In: Proceedings of International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI), pp. 1–8 (2010) Google Scholar Lim, C.-U., Harrell, D.: Modeling player preferences in avatar customization using social network data. In: ...
To learn how to play a video game using machine learning, the algorithm would typically be trained on a dataset of game play data, which would include input data (such as the game state and player actions) and output data (such as the resulting game state and rewards). The algorithm woul...
The history of the interaction of machine learning and computer game-playing goes back to the earliest days of Artificial Intelligence, when Arthur Samuel worked on his famous checker-playing program, pioneering many machine-learning and game-playing techniques (Samuel, 1959, 1967). Since then, bot...
Salimans, T., Ho, J., Chen, X., Sidor, S., Sutskever, I.: Evolution strategies as a scalable alternative to reinforcement learning (2017). arXiv:1703.03864 Samuel, A.: Some studies in machine learning using the game of checkers. Reprinted in Feigenbaum, E.A., Feldman, J. (eds.) ...
In this thesis we study the application of machine learning methods in modern, complex computer games. A combination of hierarchical reinforcement learning and simple heuristics is used to learn strategies for the game Settlers of Catan 1. Since existing algorithms for function approximation are not ...
摘要: This paper contains the material that tells about various problems that are encountered in game playing and that can be solved using machine learning techniques. The game designer may find these learning techniques helpful for solving their problems and to...
Manik Varma: Right, so I have a condition where the cells in my retina are deteriorating over time. So, in about 2009, I think, I started using a blind stick, and then I lost the ability to read papers, then recognize faces, stuff like that. But it makes life interesting...
Manik Varma: Right, so I have a condition where the cells in my retina are deteriorating over time. So, in about 2009, I think, I started using a blind stick, and then I lost the ability to read papers, then recognize faces, stuff like that. But it makes life interesting ri...
Ensemble learning: Use of multiple learning algorithms to obtain better performance than that obtained by using any of these algorithms in isolation Transfer learning: It is the process of reusing knowledge from previously learnedsource tasksto bootstrap learning of target tasks (Braylan et al.2016)...