Deep active inference agents using Monte-Carlo methods

7 June 2020

Papers citing "Deep active inference agents using Monte-Carlo methods"

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 135 1 0 26 Nov 2024
Control as Hybrid Inference Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley 46 9 0 11 Jul 2020
Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement Minyoung Kim Yuting Wang Pritish Sahu Vladimir Pavlovic CoGe BDL CML DRL 39 26 0 06 Sep 2019
Deep Active Inference as Variational Policy Gradients Beren Millidge BDL 49 103 0 08 Jul 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alex Mott Daniel Zoran Mike Chrzanowski Daan Wierstra Danilo Jimenez Rezende 43 190 0 06 Jun 2019
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 168 305 0 11 Jun 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 54 1,336 0 16 Feb 2018
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 168 8,805 0 04 Feb 2016