Deep Learning has revolutionised Pattern Recognition and Machine Learning. It is about credit assignment in adaptive systems with long chains of potentially causal links between actions and consequences.
Here's what INTE 4320/5320 Games and Learning is reading during the Spring 2016 semester. A few practical notes: The links below - to both websites and PDFs hosted through this blog - guide our social annotation via Hypothesis. Students and visitors alike are encouraged to use these links as the primary means of navigating to -…
Y. Duan, L. Jiang, T. Qin, M. Zhou, и H. Shum. Proceedings of the 23rd International Conference on Computational Linguistics, стр. 295--303. Stroudsburg, PA, USA, Association for Computational Linguistics, (2010)
R. El-Yaniv, и D. Yanay. Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I, стр. 744--759. Berlin, Heidelberg, Springer Berlin Heidelberg, (2012)