Tim Nisslbeck

According to our database, Tim Nisslbeck authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Expected Free Energy-based Planning as Variational Inference.

Bert de Vries, Wouter W. L. Nuijten, Thijs van de Laar, Wouter M. Kouw, Sepideh Adamiat, Tim Nisslbeck, Mykola Lukashchuk, Hoang Minh Huu Nguyen, Marco D. Hidalgo-Araya, Raphael Tresor, Thijs Jenneskens, Ivana Nikoloska, Raaja Ganapathy Subramanian, Bart van Erp, Dmitry Bagaev, Albert Podusenko

CoRR, April, 2025

Factor Graph-Based Online Bayesian Identification and Component Evaluation for Multivariate Autoregressive Exogenous Input Models.

Tim N. Nisslbeck, Wouter M. Kouw

Entropy, 2025

Message Passing-Based Inference in an Autoregressive Active Inference Agent.

Wouter M. Kouw, Tim N. Nisslbeck, Wouter L. N. Nuijten

Proceedings of the Active Inference - 6th International Workshop, 2025

Online Bayesian system identification in multivariate autoregressive models via message passing.

Tim N. Nisslbeck, Wouter M. Kouw

Proceedings of the 2025 European Control Conference, 2025

2024

Coupled Autoregressive Active Inference Agents for Control of Multi-joint Dynamical Systems.

Tim N. Nisslbeck, Wouter M. Kouw

Proceedings of the Active Inference - 5th International Workshop, 2024

2020

High-Speed Collision Avoidance using Deep Reinforcement Learning and Domain Randomization for Autonomous Vehicles.

Georgios D. Kontes, Daniel D. Scherer, Tim Nisslbeck, Janina Fischer, Christopher Mutschler

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020