On the Relationship Between Active Inference and Control as Inference

On the Relationship Between Active Inference and Control as Inference

23 June 2020

Alexander Tschantz

Christopher L. Buckley

Papers citing "On the Relationship Between Active Inference and Control as Inference"

11 / 11 papers shown

Title
Value of Information and Reward Specification in Active Inference and POMDPs Ran Wei 49 3 0 13 Aug 2024
Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents Sungwoo Lee Younghyun Oh Hyunhoe An Hyebhin Yoon K. Friston Seok Jun Hong Choong-Wan Woo AI4CE 26 1 0 12 Sep 2023
Efficient search of active inference policy spaces using k-means Alex B. Kiefer Mahault Albarracin 24 0 0 06 Sep 2022
Successor Representation Active Inference Beren Millidge Christopher L. Buckley BDL 30 3 0 20 Jul 2022
Hybrid Predictive Coding: Inferring, Fast and Slow Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley 19 36 0 05 Apr 2022
Adaptation through prediction: multisensory active inference torque control Cristian Meo Giovanni Franzese Corrado Pezzato Max Spahn Pablo Lanillos 12 11 0 13 Dec 2021
Towards Stochastic Fault-tolerant Control using Precision Learning and Active Inference Mohamed Baioumy Corrado Pezzato C. H. Corbato Nick Hawes Riccardo M. G. Ferrari 14 8 0 13 Sep 2021
On Solving a Stochastic Shortest-Path Markov Decision Process as Probabilistic Inference Mohamed Baioumy Bruno Lacerda Paul Duckworth Nick Hawes 11 3 0 13 Sep 2021
A Whole Brain Probabilistic Generative Model: Toward Realizing Cognitive Architectures for Developmental Robots T. Taniguchi Hiroshi Yamakawa Takayuki Nagai Kenji Doya M. Sakagami Masahiro Suzuki Tomoaki Nakamura Akira Taniguchi 20 23 0 15 Mar 2021
Multimodal VAE Active Inference Controller Cristian Meo Pablo Lanillos 13 24 0 07 Mar 2021
Whence the Expected Free Energy? Beren Millidge Alexander Tschantz Christopher L. Buckley 12 68 0 17 Apr 2020