Explicablility as Minimizing Distance from Expected Behavior

no code implementations • 16 Nov 2016 • Anagha Kulkarni, Yantian Zha, Tathagata Chakraborti, Satya Gautam Vadlamudi, Yu Zhang, Subbarao Kambhampati

In order to have effective human-AI collaboration, it is necessary to address how the AI agent's behavior is being perceived by the humans-in-the-loop.

Proactive Decision Support using Automated Planning

no code implementations • 24 Jun 2016 • Satya Gautam Vadlamudi, Tathagata Chakraborti, Yu Zhang, Subbarao Kambhampati

Proactive decision support (PDS) helps in improving the decision making experience of human decision makers in human-in-the-loop planning environments.

Decision Making

Moving Target Defense for Web Applications using Bayesian Stackelberg Games

1 code implementation • 23 Feb 2016 • Sailik Sengupta, Satya Gautam Vadlamudi, Subbarao Kambhampati, Marthony Taguinod, Adam Doupé, Ziming Zhao, Gail-Joon Ahn

We also address the issue of prioritizing vulnerabilities that when fixed, improves the security of the MTD system.