{"total":35,"rows":[{"id":"2201.03904","title":"pymdp: A Python library for active inference in discrete state spaces","created":"2022-01-11","cited_by_count":40,"area":null},{"id":"2212.01354","title":"Designing Ecosystems of Intelligence from First Principles","created":"2022-12-02","cited_by_count":23,"area":null},{"id":"2307.00504","title":"On efficient computation in active inference","created":"2023-07-02","cited_by_count":15,"area":null},{"id":"2504.14898","title":"Expected Free Energy-based Planning as Variational Inference","created":"2025-04-21","cited_by_count":10,"area":null},{"id":"2107.00140","title":"Applications of the Free Energy Principle to Machine Learning and Neuroscience","created":"2021-06-30","cited_by_count":9,"area":null},{"id":"2209.01258","title":"Object-based active inference","created":"2022-09-02","cited_by_count":7,"area":null},{"id":"2209.01619","title":"Interpreting systems as solving POMDPs: a step towards a formal understanding of agency","created":"2022-09-04","cited_by_count":7,"area":null},{"id":"2110.04074","title":"Active inference, Bayesian optimal design, and expected utility","created":"2021-09-21","cited_by_count":6,"area":null},{"id":"2103.07356","title":"Hippocampal formation-inspired probabilistic generative model","created":"2021-03-12","cited_by_count":5,"area":null},{"id":"2112.13523","title":"Interpreting Dynamical Systems as Bayesian Reasoners","created":"2021-12-27","cited_by_count":5,"area":null},{"id":"2409.09413","title":"Constructive Approach to Bidirectional Influence between Qualia Structure and Language Emergence","created":"2024-09-14","cited_by_count":5,"area":null},{"id":"2103.08183","title":"A Whole Brain Probabilistic Generative Model: Toward Realizing Cognitive Architectures for Developmental Robots","created":"2021-03-15","cited_by_count":4,"area":null},{"id":"2306.08014","title":"Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language","created":"2023-06-13","cited_by_count":4,"area":null},{"id":"2508.06326","title":"A \"good regulator theorem\" for embodied agents","created":"2025-08-04","cited_by_count":4,"area":null},{"id":"2104.01066","title":"An active inference model of collective intelligence","created":"2021-04-02","cited_by_count":3,"area":null},{"id":"2207.09897","title":"Successor Representation Active Inference","created":"2022-07-20","cited_by_count":3,"area":null},{"id":"2212.00285","title":"Hybrid Life: Integrating Biological, Artificial, and Cognitive Systems","created":"2022-12-01","cited_by_count":3,"area":null},{"id":"2208.12173","title":"Compositional Active Inference II: Polynomial Dynamics. Approximate Inference Doctrines","created":"2022-08-25","cited_by_count":2,"area":null},{"id":"2211.10419","title":"A Neural Active Inference Model of Perceptual-Motor Learning","created":"2022-11-16","cited_by_count":2,"area":null},{"id":"2302.05776","title":"Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks","created":"2023-02-11","cited_by_count":2,"area":null},{"id":"2505.22749","title":"Self-orthogonalizing attractor neural networks emerging from the free energy principle","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2603.20927","title":"Active Inference for Physical AI Agents -- An Engineering Perspective","created":"2026-03-21","cited_by_count":2,"area":null},{"id":"2104.11798","title":"Realising Active Inference in Variational Message Passing: the Outcome-blind Certainty Seeker","created":"2021-04-23","cited_by_count":1,"area":null},{"id":"2108.13343","title":"A Mathematical Walkthrough and Discussion of the Free Energy Principle","created":"2021-08-30","cited_by_count":1,"area":null},{"id":"2201.05464","title":"Bayesian sense of time in biological and artificial brains","created":"2022-01-14","cited_by_count":1,"area":null},{"id":"2304.10010","title":"Separability, Contextuality, and the Quantum Frame Problem","created":"2023-04-19","cited_by_count":1,"area":null},{"id":"2510.17916","title":"Self-Evidencing Through Hierarchical Gradient Decomposition: A Dissipative System That Maintains Non-Equilibrium Steady-State by Minimizing Variational Free Energy","created":"2025-10-20","cited_by_count":1,"area":null},{"id":"2606.10376","title":"Belief-Space Control for Personalized Cancer Treatment via Active Inference","created":"2026-06-09","cited_by_count":1,"area":null},{"id":"2112.03378","title":"Differentiable Generalised Predictive Coding","created":"2021-12-02","cited_by_count":0,"area":null},{"id":"2306.02447","title":"Active Inference-Based Optimization of Discriminative Neural Network Classifiers","created":"2023-06-04","cited_by_count":0,"area":null},{"id":"2408.12777","title":"Environment-Centric Active Inference","created":"2024-08-23","cited_by_count":0,"area":null},{"id":"2506.23926","title":"Industrial brain: a human-like autonomous neuro-symbolic cognitive decision-making system","created":"2025-06-30","cited_by_count":0,"area":null},{"id":"2604.22902","title":"Design, Cups, and Blankets. A Free-Energy-Principle-Based Approach to Product Design","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2606.20658","title":"Expected Free Energy-based Planning as Variational Inference","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2606.21585","title":"A Transport-Based Geometry of Belief-Cost","created":"2026-06-19","cited_by_count":0,"area":null}],"next_cursor":null}