Sparsely Changing Latent States for Prediction and Planning in Partially
Observable Domains

Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains

29 October 2021

Christian Gumbsch

Martin Volker Butz

Papers citing "Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains"

12 / 12 papers shown

Title
A Review of Mechanistic Models of Event Comprehension Tan T. Nguyen 29 0 0 17 Sep 2024
Exploring the limits of Hierarchical World Models in Reinforcement Learning Robin Schiewer Anand Subramoney Laurenz Wiskott 31 1 0 01 Jun 2024
Loci-Segmented: Improving Scene Segmentation Learning Manuel Traub Frederic Becker Adrian Sauter S. Otte Martin Volker Butz 26 2 0 16 Oct 2023
Learning Object Permanence from Videos via Latent Imaginations Manuel Traub Frederic Becker S. Otte Martin Volker Butz 30 1 0 16 Oct 2023
Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks Maxime Chevalier-Boisvert Bolun Dai Mark Towers Rodrigo de Lazcano Lucas Willems Salem Lahlou Suman Pal P. S. Castro Jordan Terry VGen 13 180 0 24 Jun 2023
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities Andrii Zadaianchuk Maximilian Seitzer Georg Martius OCL 23 38 0 07 Jun 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 40 5 0 06 Apr 2023
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 27 52 0 14 Jan 2023
Developing hierarchical anticipations via neural network-based event segmentation Christian Gumbsch M. Adam B. Elsner Georg Martius Martin Volker Butz 21 5 0 04 Jun 2022
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision Manuel Traub S. Otte Tobias Menge Matthias Karlbauer Jannik Thummel Martin Volker Butz 34 20 0 26 May 2022
Inference of Affordances and Active Motor Control in Simulated Agents Fedor Scholz Christian Gumbsch S. Otte Martin Volker Butz AI4CE 29 5 0 23 Feb 2022
Towards Continual Reinforcement Learning: A Review and Perspectives Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 49 307 0 25 Dec 2020