Dana Ballard
Faculty
Homepage:
https://www.cs.utexas.edu/~dana/
Publications
Machine versus Human Attention in Deep Reinforcement Learning Tasks 2021
Sihang Guo, Ruohan Zhang, Bo Liu, Yifeng Zhu, Mary Hayhoe, Dana Ballard, and Peter Stone, In Conference on Neural Information Processing Systems, 2021, Virtual, December 2021.
The role of uncertainty and reward on eye movements in a virtual driving task 2012
Brian Sullivan, Leif Johnson, Constantin Rothkopf, Mary Hayhoe and Dana Ballard, Journal of Vision, Vol. 12, 9 (2012).
A modular reinforcement learning model for human visuomotor behavior in a driving task 2011
Brian Sullivan, Leif Johnson, Dana Ballard and Mary Hayhoe, Proceedings of the AISB 2011 Symposium on Architectures for Active Vision. (2011), pp. 33-40.
Using visuo-spatial memory for novelty detection 2011
Dmitry Kit, Brian Sullivan and Dana Ballard, Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems (2011).
Labs
Currently affiliated with Embodied Cognition Lab