215 citations · 535 across the 22 of their papers we have counts for
4 papers · 1 filter
Modeling Communication of Collaborative Multi-Agent System under Epistemic Planning
Abeer Alshehri, Tim Miller, Liz Sonenberg
In most multiagent applications, communication is essential among agents to coordinate their actions, and thus achieve their goal. However, communication often has a related cost t…
Explainable Reinforcement Learning Through a Causal Lens
Prashan Madumal, Tim Miller, Liz Sonenberg +1
Prevalent theories in cognitive science propose that humans understand and represent the knowledge of the world through causal relationships. In making sense of the world, we build…
What you get is what you see: Decomposing Epistemic Planning using Functional STRIPS
Guang Hu, Tim Miller, Nir Lipovetzky
Epistemic planning --- planning with knowledge and belief --- is essential in many multi-agent and human-agent interaction domains. Most state-of-the-art epistemic planners solve t…
A Grounded Interaction Protocol for Explainable Artificial Intelligence
Prashan Madumal, Tim Miller, Liz Sonenberg +1
Explainable Artificial Intelligence (XAI) systems need to include an explanation model to communicate the internal decisions, behaviours and actions to the interacting humans. Succ…