Online reinforcement learning with sparse rewards through an active
inference capsule

Online reinforcement learning with sparse rewards through an active inference capsule

4 June 2021

Alejandro Daniel Noel

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Papers citing "Online reinforcement learning with sparse rewards through an active inference capsule"

18 / 18 papers shown

Title
Action and Perception as Divergence Minimization Danijar Hafner Pedro A. Ortega Jimmy Ba Thomas Parr Karl J. Friston N. Heess 74 53 0 03 Sep 2020
On the Relationship Between Active Inference and Control as Inference Beren Millidge Alexander Tschantz A. Seth Christopher L. Buckley 59 61 0 23 Jun 2020
A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments Sindhu Padakandla 68 151 0 19 May 2020
Whence the Expected Free Energy? Beren Millidge Alexander Tschantz Christopher L. Buckley 48 69 0 17 Apr 2020
Reinforcement Learning through Active Inference Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley AI4CE 68 71 0 28 Feb 2020
A Survey of Deep Reinforcement Learning in Video Games Kun Shao Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 103 193 0 23 Dec 2019
Scaling active inference Alexander Tschantz Manuel Baltieri A. Seth Christopher L. Buckley BDL AI4CE 48 69 0 24 Nov 2019
Deep Active Inference as Variational Policy Gradients Beren Millidge BDL 69 103 0 08 Jul 2019
Exploration by Random Network Distillation Yuri Burda Harrison Edwards Amos Storkey Oleg Klimov 159 1,344 0 30 Oct 2018
Model-Based Active Exploration Pranav Shyam Wojciech Ja'skowski Faustino J. Gomez 86 179 0 29 Oct 2018
World Models David R Ha Jürgen Schmidhuber SyDa 148 1,098 0 27 Mar 2018
Leveraging the Exact Likelihood of Deep Latent Variable Models Pierre-Alexandre Mattei J. Frellsen DRL 42 66 0 13 Feb 2018
Stein Variational Policy Gradient Yang Liu Prajit Ramachandran Qiang Liu Jian-wei Peng 69 140 0 07 Apr 2017
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Stefan Elfwing E. Uchibe Kenji Doya 136 1,739 0 10 Feb 2017
Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models Bradly C. Stadie Sergey Levine Pieter Abbeel 92 505 0 03 Jul 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,388 0 03 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Inferring Parameters and Structure of Latent Variable Models by Variational Bayes H. Attias CML BDL 74 666 0 23 Jan 2013