A free energy principle for generic quantum systems
The Free Energy Principle (FEP) proposes that random dynamical systems minimize an upper bound on surprisal through weak coupling. This paper reformul…
Tag: 2021
Active inference, Bayesian optimal design, and expected utility
The abstract discusses active inference, linked to the free energy principle, as a method for understanding certain random dynamical systems resemblin…
Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration
The paper explores the concept of trust in human-robot collaboration (HRC), emphasizing its necessity for seamless interaction. It reviews existing li…
Active Inference Tree Search in Large POMDPs
The paper presents a new method called Active Inference Tree Search (AcT) for efficient planning in Partially Observable Markov Decision Processes (PO…