Arya Irani

...see, I'm in vigilant search of new solutions...
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Hi,

I'm a graduate student in the Laboratory for Interactive Artificial Intelligence in the School of Interactive Computing within the College of Computing at Georgia Institute of Technology, working towards a PhD in Computer Science, specializing in Intelligent Systems.

My primary research interest is in the learning of high-level representations from low-level inputs, and the coordination of low-level actions from high-level goals: signals to symbols, and symbols to signals. Charles is my advisor, and my website is under construction.

Publications

Efficient Reinforcement Learning Using Reverse Value Iteration
Arya Irani, Peng Zang, Charles Isbell; Submitted to the Twenty-Third AAAI Conference on Artificial Intelligence

Transfer Learning in Real-Time Strategy Games Using Hybrid CBR/RL [pdf]
Manu Sharma, Michael Holmes, Juan Santamaria, Arya Irani, Ashwin Ram, and Charles Isbell; Twentieth International Joint Conference on Artificial Intelligence

Physical Path Planning Using the Gnats [pdf]
Keith J. O'Hara, Victor Bigio, Eric Dodson, Arya Irani, Daniel Walker, and Tucker Balch; 2005 IEEE International Conference on Robotics and Automation

Mad props to the Contextual Computing Group and the Borg Lab.