154 citations · 1.1k across the 66 of their papers we have counts for
9 papers · 2 filters
Markov Game Modeling of Moving Target Defense for Strategic Detection of Threats in Cloud Networks
Ankur Chowdhary, Sailik Sengupta, Dijiang Huang +1
The processing and storage of critical data in large-scale cloud networks necessitate the need for scalable security solutions. It has been shown that deploying all possible securi…
TGE-viz : Transition Graph Embedding for Visualization of Plan Traces and Domains
Sriram Gopalakrishnan, Subbarao Kambhampati
Existing work for plan trace visualization in automated planning uses pipeline-style visualizations, similar to plans in Gantt charts. Such visualization do not capture the domain…
Explicability? Legibility? Predictability? Transparency? Privacy? Security? The Emerging Landscape of Interpretable Agent Behavior
Tathagata Chakraborti, Anagha Kulkarni, Sarath Sreedharan +2
There has been significant interest of late in generating behavior of agents that is interpretable to the human (observer) in the loop. However, the work in this area has typically…
Discovering Underlying Plans Based on Shallow Models
Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati
Plan recognition aims to discover target plans (i.e., sequences of actions) behind observed actions, with history plan libraries or domain models in hand. Previous approaches eithe…
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning
Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati
Extracting action sequences from natural language texts is challenging, as it requires commonsense inferences based on world knowledge. Although there has been work on extracting a…
Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations
Sarath Sreedharan, Siddharth Srivastava, Subbarao Kambhampati
There is a growing interest within the AI research community to develop autonomous systems capable of explaining their behavior to users. One aspect of the explanation generation p…