Deep Active Inference as Variational Policy Gradients

8 July 2019

Papers citing "Deep Active Inference as Variational Policy Gradients"

17 / 17 papers shown

Title
Boosting MCTS with Free Energy Minimization Mawaba Pascal Dao Adrian Peter 76 0 0 22 Jan 2025
Value of Information and Reward Specification in Active Inference and POMDPs Ran Wei 54 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
Hierarchical generative modelling for autonomous robots Kai Yuan Noor Sajid Karl J. Friston Zhibin Li 29 12 0 15 Aug 2023
A Neural Active Inference Model of Perceptual-Motor Learning Zhizhuo Yang Gabriel J. Diaz B. Fajen Reynold J. Bailey Alexander Ororbia 11 1 0 16 Nov 2022
Learning Policies for Continuous Control via Transition Models Justus F. Huebotter Serge Thill Marcel van Gerven Pablo Lanillos 26 2 0 16 Sep 2022
Successor Representation Active Inference Beren Millidge Christopher L. Buckley BDL 30 3 0 20 Jul 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 31 25 0 20 Mar 2022
Social Neuro AI: Social Interaction as the "dark matter" of AI Samuele Bolotta G. Dumas 21 22 0 31 Dec 2021
Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem Niels van Hoeffelen Pablo Lanillos DRL AI4CE BDL 19 6 0 09 Sep 2021
Backprop-Free Reinforcement Learning with Active Neural Generative Coding Alexander Ororbia A. Mali 41 15 0 10 Jul 2021
Applications of the Free Energy Principle to Machine Learning and Neuroscience Beren Millidge DRL 20 7 0 30 Jun 2021
An empirical evaluation of active inference in multi-armed bandits D. Marković Hrvoje Stojić Sarah Schwöbel S. Kiebel 40 34 0 21 Jan 2021
Whence the Expected Free Energy? Beren Millidge Alexander Tschantz Christopher L. Buckley 20 68 0 17 Apr 2020
Reinforcement Learning through Active Inference Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley AI4CE 26 69 0 28 Feb 2020
Scaling active inference Alexander Tschantz Manuel Baltieri A. Seth Christopher L. Buckley BDL AI4CE 19 68 0 24 Nov 2019
Off-Policy Actor-Critic T. Degris Martha White R. Sutton OffRL CML 163 220 0 22 May 2012