Alexander Braylan
Homepage:
https://www.cs.utexas.edu/~braylan/
Publications
Discretization of Game Space by Environment Attributes 2019
Alexander Braylan and Risto Miikkulainen, To Appear In The 2nd Knowledge Extraction from Games Workshop 2019. AAAI.
Object-model transfer in the general video game domain 2019
Alexander Braylan, Masters Thesis, Department of Computer Sciences, The University of Texas at Austin.
Object-Model Transfer in the General Video Game Domain 2016
Alexander Braylan, Risto Miikkulainen, To Appear In Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 2016.
Reuse of Neural Modules for General Video Game Playing 2016
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson and Risto Miikkulainen, To Appear In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16) 2016.
Frame Skip Is a Powerful Parameter for Learning to Play Atari 2015
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson and Risto Miikkulainen, In AAAI-15 Workshop on Learning for General Competency in Video Games 2015.
On the Cross-Domain Reusability of Neural Modules for General Video Game Playing 2015
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson and Risto Miikkulainen, In IJCAI'15 Workshop on General Intelligence in Game-Playing Agents, pp. 7--14 2015.
Areas of Interest
Cognitive Science General Game Playing Learning for Planning and Problem Solving Statistical Learning Transfer Learning Uncertain and Probabilistic Reasoning
Software/Data
Object Model Transfer JAVA Code used for Object-Model Transfer in the General Video Game Domain ... 2016