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Multimodal VAE Active Inference Controller

Multimodal VAE Active Inference Controller

IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
7 March 2021
Cristian Meo
Pablo Lanillos
ArXiv (abs)PDFHTML

Papers citing "Multimodal VAE Active Inference Controller"

18 / 18 papers shown
Active Inference for an Intelligent Agent in Autonomous Reconnaissance Missions
Active Inference for an Intelligent Agent in Autonomous Reconnaissance Missions
Johan Schubert
Farzad Kamrani
Tove Gustavi
152
0
0
20 Oct 2025
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review
Suk Ki Lee
Hyunwoong Ko
AI4CE
454
4
0
30 Apr 2025
Analyzing Multimodal Integration in the Variational Autoencoder from an
  Information-Theoretic Perspective
Analyzing Multimodal Integration in the Variational Autoencoder from an Information-Theoretic Perspective
Carlotta Langer
Yasmin Kim Georgie
Ilja Porohovoj
Verena V. Hafner
Nihat Ay
DRL
451
2
0
01 Nov 2024
Bridging Language, Vision and Action: Multimodal VAEs in Robotic Manipulation Tasks
Bridging Language, Vision and Action: Multimodal VAEs in Robotic Manipulation TasksIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
G. Sejnova
M. Vavrecka
Karla Stepanova
336
3
0
02 Apr 2024
Dynamic planning in hierarchical active inference
Dynamic planning in hierarchical active inference
Matteo Priorelli
Ivilin Peev Stoianov
AI4CE
276
8
0
18 Feb 2024
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors
Cristian Meo
Anirudh Goyal
Justin Dauwels
DRLCoGeCML
368
2
0
08 Apr 2023
World Models and Predictive Coding for Cognitive and Developmental
  Robotics: Frontiers and Challenges
World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges
T. Taniguchi
Shingo Murata
Masahiro Suzuki
D. Ognibene
Pablo Lanillos
...
L. Jamone
Tomoaki Nakamura
Alejandra Ciria
B. Lara
G. Pezzulo
342
81
0
14 Jan 2023
Unbiased Active Inference for Classical Control
Unbiased Active Inference for Classical ControlIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Mohamed Baioumy
Corrado Pezzato
Riccardo M. G. Ferrari
Nick Hawes
211
3
0
27 Jul 2022
A survey of multimodal deep generative models
A survey of multimodal deep generative models
Masahiro Suzuki
Y. Matsuo
SyDaDRL
237
118
0
05 Jul 2022
Geometric Multimodal Contrastive Representation Learning
Geometric Multimodal Contrastive Representation LearningInternational Conference on Machine Learning (ICML), 2022
Petra Poklukar
Miguel Vasco
Hang Yin
Francisco S. Melo
Ana Paiva
Danica Kragic
345
68
0
07 Feb 2022
Adaptation through prediction: multisensory active inference torque
  control
Adaptation through prediction: multisensory active inference torque control
Cristian Meo
Giovanni Franzese
Corrado Pezzato
Max Spahn
Pablo Lanillos
153
21
0
13 Dec 2021
Active Inference in Robotics and Artificial Agents: Survey and
  Challenges
Active Inference in Robotics and Artificial Agents: Survey and Challenges
Pablo Lanillos
Cristian Meo
Corrado Pezzato
A. Meera
Mohamed Baioumy
...
Alexander Tschantz
Beren Millidge
M. Wisse
Christopher L. Buckley
Jun Tani
AI4CE
281
110
0
03 Dec 2021
Learn Proportional Derivative Controllable Latent Space from Pixels
Learn Proportional Derivative Controllable Latent Space from Pixels
Weiyao Wang
Marin Kobilarov
Gregory Hager
334
1
0
15 Oct 2021
Training Deep Spiking Auto-encoders without Bursting or Dying Neurons
  through Regularization
Training Deep Spiking Auto-encoders without Bursting or Dying Neurons through Regularization
Justus F. Hübotter
Pablo Lanillos
Jakub M. Tomczak
174
5
0
22 Sep 2021
Deep Active Inference for Pixel-Based Discrete Control: Evaluation on
  the Car Racing Problem
Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem
Niels van Hoeffelen
Pablo Lanillos
DRLAI4CEBDL
201
7
0
09 Sep 2021
Robot Localization and Navigation through Predictive Processing using
  LiDAR
Robot Localization and Navigation through Predictive Processing using LiDAR
Danielle Burghardt
Pablo Lanillos
SSL
175
5
0
09 Sep 2021
Neuroscience-inspired perception-action in robotics: applying active
  inference for state estimation, control and self-perception
Neuroscience-inspired perception-action in robotics: applying active inference for state estimation, control and self-perception
Pablo Lanillos
Marcel van Gerven
AI4CE
218
12
0
10 May 2021
Multi-Modal Learning of Keypoint Predictive Models for Visual Object
  Manipulation
Multi-Modal Learning of Keypoint Predictive Models for Visual Object Manipulation
Sarah Bechtle
Neha Das
Franziska Meier
SSL
232
6
0
08 Nov 2020
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