NeurotechEU, Radboud University, organizes an online short course on “The Distributed Adaptive Control of Intelligent Action: Sequential Episodic Control” offered through the International Artificial Intelligence Doctoral Academy (AIDA).

The purpose of this course is to overview the foundations and the current state of the art in cognitive architectures and the biologically-constrained models integrating them. This short course will cover the following topics:

• Reactive control: Allostatic orchestration of motivated behavior.
• Adaptive control: Convolutional Autoencoder for image compressing.
• Contextual control: Sequential Episodic Control for sample-efficient behavioral learning

Schedule:

(1) Introductory talk: The Distributive Adaptive Control cognitive architecture.

(2) Reactive control: Allostatic orchestration of motivated behavior.

(3) Adaptive control: Convolutional Autoencoder for image compressing.

(4) Contextual control: Sequential Episodic Control for sample-efficient behavioral learning.

Course link: https://www.i-aida.org/course/the-distributed-adaptive-control-of-intelligent-action-sequential-episodic-control/