AN ACTIVE INFERENCE APPROACH TO SEMIOTICS
Resources – Scientific Research Papers AN ACTIVE INFERENCE APPROACH TO SEMIOTICS Antoine Milette-Gagnon, Samuel PL Veissière, Karl J Friston, Maxwell JD Ramstead November 14, 2022…
Category: Scientific Research Papers
Natural Language Syntax Complies with the Free-Energy Principle
Resources – Scientific Research Papers Natural Language Syntax Complies with the Free-Energy Principle Elliot Murphy, Emma Holmes, Karl Friston October 26, 2022 https://arxiv.org/abs/2210.15098 Abstract: Natural language syntax…
Computational Optimization of Image-Based Reinforcement Learning for Robotics
The study presents strategies to enhance computational efficiency in image-based reinforcement learning for robotics, addressing limitations of large …
Social Media Platforms: Trading with Prediction Error Minimization for Your Attention
The paper explores how digital social platforms manipulate attention and social interactions through the concept of digital affordances. It highlights…
Disentangling shape and pose for object-centric deep active inference models
This paper explores active inference in modeling intelligent agents by minimizing free energy. It critiques the entangled state space from deep learni…
Efficient Search of Active Inference Policy Spaces Using k-Means
This work presents a method for selecting policies in active inference by mapping policies to a vector embedding space. It utilizes k-means clustering…
An active inference approach to second-person neuroscience
The paper critiques traditional social neuroscience for its detached third-person perspective and introduces second-person neuroscience, emphasizing r…
Spin glass systems as collective active inference
This paper investigates the relationship between individual and collective inference in multi-agent Bayesian systems using spin glass models. It revea…
Capsule Networks as Generative Models
The paper discusses the development of capsule networks as generative models for visual scene recognition, emphasizing their architecture that uses dy…
A worked example of the Bayesian mechanics of classical objects
Resources – Scientific Research Papers A worked example of the Bayesian mechanics of classical objects Dalton AR Sakthivadivel September 19, 2022 https://link.springer.com/chapter/10.1007/978-3-031-28719-0_21 Abstract: Bayesian mechanics…