Liz Sonenberg

1. Explainable Reinforcement Learning Through a Causal Lens
   2019/05/27 by Prashan Madumal, Madumal, Prashan, Tim Miller +5 · 1 voice · 22 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.HC #cs.LG #stat.ML
2. Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences
   2017/12/02 by Tim Miller, Piers D. L. Howe, Miller, Tim +3 · 28 citations
   Computer Science · Social Sciences · Medicine · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education
3. Explaining Model Confidence Using Counterfactuals
   2023/03/10 by Thao N. Le, Le, Thao, Tim Miller +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare
4. Efficient Multi-agent Epistemic Planning: Teaching Planners About Nested\n Belief
   2021/10/05 by Christian Muise, Vaishak Belle, Muise, Christian +11 · 1 citation
   Computer Science · #68T42 #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2 #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
5. Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence
   2022/06/06 by Thao N. Le, Le, Thao, Tim Miller +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare
6. From Evidence to Decision: Exploring Evaluative AI
   2024/02/02 by Thao N. Le, Tim Miller, Le, Thao +6 · 2 citations
   Computer Science · #Semantic Web and Ontologies