PI Lecture

Abstract Actions affect perception directly and in multiple ways, exerting their influence (1) by modifying parts of the external world, (2) through internal processes accompanying movement preparation, and (3) through the sensory consequences of moving the sensory surface itself (i.e., in vision, the retina). To understand these influences, psychology and neuroscience have long recognized the

Reasoning (or planning, rational decision making) seems a core aspect of intelligence -- but what exactly does that mean? If we observe clever behavior in an animal, can we claim it is based on reasoning? And doesn't the success of deep RL show us that we (as engineers) do not need reasoning? I'll discuss reasoning

Abstract: More than three decades ago, it was proposed that certain natural systems can be viewed as self-organized critical systems, which self-tune themselves to special regions in parameter space close to so-called critical points, where the behavior of a system exhibits a qualitative change at the macroscopic scale, i.e. it undergoes a phase transition. Over