Backprop-Free Reinforcement Learning with Active Neural Generative Coding

10 July 2021

Papers citing "Backprop-Free Reinforcement Learning with Active Neural Generative Coding"

9 / 9 papers shown

Title
Predictive Coding Networks and Inference Learning: Tutorial and Survey B. V. Zwol Ro Jefferson E. V. D. Broek 50 0 0 04 Jul 2024
A Neuro-mimetic Realization of the Common Model of Cognition via Hebbian Learning and Free Energy Minimization Alexander Ororbia Mary Alexandria Kelly AI4CE 17 2 0 14 Oct 2023
Active Sensing with Predictive Coding and Uncertainty Minimization A. Sharafeldin N. Imam Hannah Choi 20 2 0 02 Jul 2023
Active Inference in Hebbian Learning Networks A. Safa Tim Verbelen Lars Keuninckx I. Ocket A. Bourdoux F. Catthoor Georges G. E. Gielen Gert Cauwenberghs 14 2 0 08 Jun 2023
Is Bio-Inspired Learning Better than Backprop? Benchmarking Bio Learning vs. Backprop Manas Gupta Sarthak Ketanbhai Modi Hang Zhang Joon Hei Lee J. Lim 14 7 0 09 Dec 2022
Predictive Coding beyond Gaussian Distributions Luca Pinchetti Tommaso Salvatori Yordan Yordanov Beren Millidge Yuhang Song Thomas Lukasiewicz UQCV BDL 27 11 0 07 Nov 2022
Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems Alexander Ororbia A. Mali 32 7 0 19 Sep 2022
Maze Learning using a Hyperdimensional Predictive Processing Cognitive Architecture Alexander Ororbia Mary Alexandria Kelly AI4CE 15 2 0 31 Mar 2022
The Neural Coding Framework for Learning Generative Models Alexander Ororbia Daniel Kifer GAN 10 52 0 07 Dec 2020