Deep Active Inference for Partially Observable MDPs

8 September 2020

Papers citing "Deep Active Inference for Partially Observable MDPs"

8 / 8 papers shown

Title
Object-centric proto-symbolic behavioural reasoning from pixels R. S. V. Bergen Justus F. Hübotter Pablo Lanillos LM&Ro OCL 93 0 0 26 Nov 2024
Coupled autoregressive active inference agents for control of multi-joint dynamical systems Tim N. Nisslbeck Wouter M. Kouw AI4CE 20 0 0 14 Oct 2024
Learning Policies for Continuous Control via Transition Models Justus F. Huebotter Serge Thill Marcel van Gerven Pablo Lanillos 29 2 0 16 Sep 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 33 25 0 20 Mar 2022
Active inference, Bayesian optimal design, and expected utility Noor Sajid Lancelot Da Costa Thomas Parr Karl J. Friston 24 16 0 21 Sep 2021
Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem Niels van Hoeffelen Pablo Lanillos DRL AI4CE BDL 21 6 0 09 Sep 2021
Multimodal VAE Active Inference Controller Cristian Meo Pablo Lanillos 18 24 0 07 Mar 2021
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