[Dec 22nd 2021] LabMeeting: AGENT: A Benchmark for Core Psychological Reasoning

Enrico Meloni (University of Siena) When: Dec 22nd, 2021 – 11:00 – 11:45 AM Where: Google meet link Description AGENT: A Benchmark for Core Psychological Reasoning by Tianmin Shu et al For machine agents to successfully interact with humans in real-world settings, they will need to develop an understanding of human mental life. Intuitive psychology, […]

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[Dec 15th 2021] LabMeeting: Entropy-based Logic Explanations of Neural Networks

Marco Tanfoni (University of Siena) When: Dec 9th, 2021 – 11:00 – 11:45 AM Where: Google meet link Description Explainable artificial intelligence has rapidly emerged since lawmakers have started requiring interpretable models for safety-critical domains. Concept-based neural networks have arisen as explainable-by-design methods as they leverage human-understandable symbols (i.e. concepts) to predict class memberships. However, […]

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[Dec 9th 2021] LabMeeting: An Example of Reinforcement Learning in Finance

Michele Casoni (University of Siena) When: Dec 9th, 2021 – 11:00 – 11:45 AM Where: Google meet link Description One of the most studied problems in the financial framework is how to find a combination of N assets, called Portfolio, which optimizes an investment objective. This problem is called “Portfolio Optimization Problem”. An optimal solution […]

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