Preventing Deterioration of Classification Accuracy in Predictive Coding Networks
Interpreting systems as solving POMDPs: a step towards a formal understanding of agency
Disentangling Shape and Pose for Object-Centric Deep Active Inference Models
Object-based Active Inference
Knitting a Markov blanket is hard when you are out-of-equilibrium: two examples in canonical nonequilibrium models
Spin glass systems as collective active inference
Mapping Husserlian phenomenology onto active inference
The Role of Valence and Meta-awareness in Mirror Self-recognition Using Hierarchical Active Inference
World model learning from demonstrations with active inference: application to driving behavior
Active Blockference: cadCAD with Active Inference for cognitive systems modeling
Active Inference Successor Representations
Learning Policies for Continuous Control via Transition Models
Attachment Theory in an Active Inference Framework: How Does Our Inner Model Take Shape?
Capsule Networks as Generative Models
Home run: finding your way home by imagining trajectories
A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture
Active Inference and Psychology of Expectations: A study of formalizing ViolEx
AIXI, FEP-AI, and integrated world models: Towards a unified understanding of intelligence and consciousness
Intention Modulation for Multi-Step Tasks in Continuous Time Active Inference
Learning Generative Models for Active Inference using Tensor Networks
A Worked Example of the Bayesian Mechanics of Classical Objects
A message passing perspective on planning under Active Inference
Efficient search of active inference policy spaces using k-means
Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agent
Deriving time-averaged active inference from control principles.