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A Bayesian Account of Measures of Interpretability in Human-AI Interaction
Existing approaches for the design of interpretable agent behavior consi...
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Explainable Composition of Aggregated Assistants
A new design of an AI assistant that has become increasingly popular is ...
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From Robotic Process Automation to Intelligent Process Automation: Emerging Trends
In this survey, we study how recent advances in machine intelligence are...
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Designing Environments Conducive to Interpretable Robot Behavior
Designing robots capable of generating interpretable behavior is a prere...
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The Emerging Landscape of Explainable AI Planning and Decision Making
In this paper, we provide a comprehensive outline of the different threa...
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CLAI: A Platform for AI Skills on the Command Line
This paper reports on the open source project CLAI (Command Line AI), ai...
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D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning
This paper builds upon recent work in the declarative design of dialogue...
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A Unified Conversational Assistant Framework for Business Process Automation
Business process automation is a booming multi-billion-dollar industry t...
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Planning for Goal-Oriented Dialogue Systems
Generating complex multi-turn goal-oriented dialogue agents is a difficu...
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Planning with Explanatory Actions: A Joint Approach to Plan Explicability and Explanations in Human-Aware Planning
In this work, we formulate the process of generating explanations as mod...
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Explicability? Legibility? Predictability? Transparency? Privacy? Security? The Emerging Landscape of Interpretable Agent Behavior
There has been significant interest of late in generating behavior of ag...
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Plan Explanations as Model Reconciliation -- An Empirical Study
Recent work in explanation generation for decision making agents has loo...
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Algorithms for the Greater Good! On Mental Modeling and Acceptable Symbiosis in Human-AI Collaboration
Effective collaboration between humans and AI-based systems requires eff...
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Visualizations for an Explainable Planning Agent
In this paper, we report on the visualization capabilities of an Explain...
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Mr. Jones -- Towards a Proactive Smart Room Orchestrator
In this paper, we report work in progress on the development of Mr. Jone...
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Balancing Explicability and Explanation in Human-Aware Planning
Human aware planning requires an agent to be aware of the intentions, ca...
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AI Challenges in Human-Robot Cognitive Teaming
Among the many anticipated roles for robots in the future is that of bei...
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Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy
When AI systems interact with humans in the loop, they are often called ...
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Explicablility as Minimizing Distance from Expected Behavior
In order to have effective human AI collaboration, it is not simply enou...
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UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS
In this paper, we present UbuntuWorld 1.0 LTS - a platform for developin...
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Proactive Decision Support using Automated Planning
Proactive decision support (PDS) helps in improving the decision making ...
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Plan Explicability and Predictability for Robot Task Planning
Intelligent robots and machines are becoming pervasive in human populate...
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