Sophisticated Inference

7 June 2020

Papers citing "Sophisticated Inference"

44 / 44 papers shown

Title
An Active Inference perspective on Neurofeedback Training Côme Annicchiarico F. Lotte J. Mattout 44 0 0 06 May 2025
Expected Free Energy-based Planning as Variational Inference Bert De Vries Wouter W. L. Nuijten T. V. D. Laar Wouter M. Kouw Sepideh Adamiat ... Ivana Nikoloska Raaja Subramanian Bart Van Erp Dmitry V. Bagaev Albert Podusenko 31 0 0 21 Apr 2025
Bayesian model of individual learning to control a motor imagery BCI Côme Annicchiarico F. Lotte J. Mattout 19 0 0 08 Oct 2024
Possible principles for aligned structure learning agents Lancelot Da Costa Tomáš Gavenčiak David Hyland Mandana Samiei Cristian Dragos-Manta Candice Pattisapu Adeel Razi Karl J. Friston 36 1 0 30 Sep 2024
R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models Viet Dung Nguyen Zhizhuo Yang Christopher L. Buckley Alexander Ororbia 39 2 0 21 Sep 2024
Value of Information and Reward Specification in Active Inference and POMDPs Ran Wei 57 3 0 13 Aug 2024
On Predictive planning and counterfactual learning in active inference Aswin Paul Takuya Isomura Adeel Razi AI4CE 30 2 0 19 Mar 2024
Dynamic planning in hierarchical active inference Matteo Priorelli Ivilin Peev Stoianov AI4CE 30 4 0 18 Feb 2024
Deep hybrid models: infer and plan in a dynamic world Matteo Priorelli Ivilin Peev Stoianov 23 2 0 01 Feb 2024
Spatial and Temporal Hierarchy for Autonomous Navigation using Active Inference in Minigrid Environment Daria de Tinguy Toon Van de Maele Tim Verbelen Bart Dhoedt 38 6 0 08 Dec 2023
Active Inference and Intentional Behaviour Karl J. Friston Tommaso Salvatori Takuya Isomura Alexander Tschantz Alex B. Kiefer ... Thomas Parr Adeel Razi Brett J. Kagan Christopher L. Buckley M. Ramstead 36 5 0 06 Dec 2023
Supervised structure learning Karl J. Friston Lancelot Da Costa Alexander Tschantz Alex B. Kiefer Tommaso Salvatori ... Noor Sajid Dimitrije Marković Thomas Parr Tim Verbelen Christopher L. Buckley DRL 46 8 0 17 Nov 2023
Rethinking the Evaluating Framework for Natural Language Understanding in AI Systems: Language Acquisition as a Core for Future Metrics Patricio Vera Pedro Moya Lisa Barraza ELM 24 1 0 21 Sep 2023
Integrating cognitive map learning and active inference for planning in ambiguous environments Toon Van de Maele Bart Dhoedt Tim Verbelen G. Pezzulo 17 5 0 16 Aug 2023
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based Planning Rowan Hodson Bruce A. Bassett C. V. Hoof Benjamin Rosman M. Solms Jonathan Shock Ryan Smith 33 0 0 15 Aug 2023
Toward Design of Synthetic Active Inference Agents by Mere Mortals Bert De Vries 32 3 0 26 Jul 2023
On efficient computation in active inference Aswin Paul Noor Sajid Lancelot Da Costa Adeel Razi 17 6 0 02 Jul 2023
Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language Magnus T. Koudahl T. V. D. Laar Bert De Vries 26 1 0 13 Jun 2023
Goal-oriented inference of environment from redundant observations Kazuki Takahashi T. Fukai Y. Sakai T. Takekawa 17 0 0 08 May 2023
Designing Ecosystems of Intelligence from First Principles Karl J. Friston M. Ramstead Alex B. Kiefer Alexander Tschantz Christopher L. Buckley ... K. Fung Jason G. Fox Steven Swanson D. Mapes Gabriel René 26 32 0 02 Dec 2022
A Neural Active Inference Model of Perceptual-Motor Learning Zhizhuo Yang Gabriel J. Diaz B. Fajen Reynold J. Bailey Alexander Ororbia 24 1 0 16 Nov 2022
Mapping Husserlian phenomenology onto active inference Mahault Albarracin R. J. Pitliya M. Ramstead J. Yoshimi 11 10 0 18 Aug 2022
Learning Generative Models for Active Inference using Tensor Networks Samuel T. Wauthier B. Vanhecke Tim Verbelen Bart Dhoedt AI4CE 23 4 0 18 Aug 2022
Successor Representation Active Inference Beren Millidge Christopher L. Buckley BDL 30 3 0 20 Jul 2022
The Free Energy Principle for Perception and Action: A Deep Learning Perspective Pietro Mazzaglia Tim Verbelen Ozan Çatal Bart Dhoedt DRL AI4CE 30 31 0 13 Jul 2022
Reclaiming saliency: rhythmic precision-modulated action and perception A. Meera Filip Novicky Thomas Parr Karl J. Friston Pablo Lanillos Noor Sajid 32 9 0 23 Mar 2022
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents Alessandro Barp Lancelot Da Costa G. Francca Karl J. Friston Mark Girolami Michael I. Jordan G. Pavliotis 38 25 0 20 Mar 2022
pymdp: A Python library for active inference in discrete state spaces Conor Heins Beren Millidge Daphne Demekas Brennan Klein Karl J. Friston I. Couzin Alexander Tschantz AI4CE 46 48 0 11 Jan 2022
Interpreting Dynamical Systems as Bayesian Reasoners N. Virgo Martin Biehl Simon McGregor FAtt AI4CE 20 10 0 27 Dec 2021
AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms Albert Podusenko Bart Van Erp Magnus T. Koudahl Bert De Vries 16 5 0 26 Dec 2021
Active Inference in Robotics and Artificial Agents: Survey and Challenges Pablo Lanillos Cristian Meo Corrado Pezzato A. Meera Mohamed Baioumy ... Alexander Tschantz Beren Millidge M. Wisse Christopher L. Buckley Jun Tani AI4CE 45 75 0 03 Dec 2021
Branching Time Active Inference: empirical study and complexity class analysis Théophile Champion Howard L. Bowman Marek Grze's AI4CE 16 14 0 22 Nov 2021
Branching Time Active Inference: the theory and its generality Théophile Champion Lancelot Da Costa Howard L. Bowman Marek Grze's AI4CE 16 18 0 22 Nov 2021
Dream to Explore: Adaptive Simulations for Autonomous Systems Z. Sheikhbahaee Dongshu Luo Blake Vanberlo S. Yun A. Safron Jesse Hoey DRL 15 0 0 27 Oct 2021
Contrastive Active Inference Pietro Mazzaglia Tim Verbelen Bart Dhoedt 17 25 0 19 Oct 2021
Active Inference and Epistemic Value in Graphical Models T. V. D. Laar Magnus T. Koudahl Bart Van Erp Bert De Vries 32 4 0 01 Sep 2021
Active Inference for Stochastic Control Aswin Paul Noor Sajid Manoj Gopalkrishnan Adeel Razi 11 6 0 27 Aug 2021
Bounded rationality for relaxing best response and mutual consistency: The Quantal Hierarchy model of decision-making B. Evans M. Prokopenko 19 5 0 30 Jun 2021
Realising Active Inference in Variational Message Passing: the Outcome-blind Certainty Seeker Théophile Champion Marek Grze's Howard L. Bowman 13 1 0 23 Apr 2021
Active Inference Tree Search in Large POMDPs D. Maisto F. Gregoretti Karl J. Friston G. Pezzulo AI4CE 36 1 0 25 Mar 2021
An empirical evaluation of active inference in multi-armed bandits D. Marković Hrvoje Stojić Sarah Schwöbel S. Kiebel 42 34 0 21 Jan 2021
Reward Maximisation through Discrete Active Inference Lancelot Da Costa Noor Sajid Thomas Parr Karl J. Friston Ryan Smith 38 4 0 17 Sep 2020
Action and Perception as Divergence Minimization Danijar Hafner Pedro A. Ortega Jimmy Ba Thomas Parr Karl J. Friston N. Heess 27 52 0 03 Sep 2020
Deep Active Inference for Autonomous Robot Navigation Ozan Çatal Samuel T. Wauthier Tim Verbelen Cedric De Boom Bart Dhoedt 33 13 0 06 Mar 2020