Liz Sonenberg

4 papers · 2015–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (2) IJCAI (2)

Top co-authors

Tim Miller (4) Adrian R. Pearce (2) Christian Muise (2) Paolo Felli (2) Frank Vetere (1) Thao Le (1) Prashan Madumal (1) Ronal Singh (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Knowledge & Reasoning (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Reasoning (1)

Keywords

causal inference (1) reinforcement learning (1) counterfactual reasoning (1) structural causal model (1) counterfactual explanation (1) causal model (1) human-ai interaction (1) explainable artificial intelligence (1) cognitive science (1) model confidence (1) counterfactual analysis (1) explainable reinforcement learning (1) trust calibration (1)

Papers

Explaining Model Confidence Using Counterfactuals AAAI 2023 Explainable Reinforcement Learning through a Causal Lens AAAI 2020 Planning for a Single Agent in a Multi-Agent Environment Using FOND IJCAI 2016 Computing Social Behaviours Using Agent Models IJCAI 2015